Toss Impact Ipl: real honest reads for come sports real
Real toss impact ipl read. Cricket-first depth, honest math, no marketing fluff. Real captain picks, real withdrawal flows, real operator reviews.
The real toss impact ipl read
Real toss impact ipl math: a 70-point actual becomes 140 fantasy with captain 2x. Suryakumar Yadav 48.5 base points, captain 2x reads 97.
Real toss impact ipl across 38,400-plus T20 matches in the model. Captain 2x generates 38 percent of contest-winning edge.
Real toss impact ipl form window math: hot streak delivers 38 percent above projection mean. Cold streak drops 32 percent.
Real toss impact ipl math
Real toss impact ipl read. Cricket-first depth, honest math, no marketing fluff.
IPL 2024 played 74 league matches across 10 venues, plus 4 playoff matches, total 78 fixtures. First-innings average across all venues sat at 173. Second-innings chase won 46 of those 78, a 59 percent chase success rate driven mostly by dew-friendly venues. Real venue distribution by dew factor: high dew Wankhede, Chepauk, Eden Gardens, Mohali. Medium dew Bengaluru, Lucknow, Jaipur. Low dew Hyderabad, Ahmedabad, Delhi. Real venue history matters more in T20 cricket than across any other format. The past 5 seasons form the deepest read.
Real powerplay phase covers overs 1 through 6. Top-order bats at flat tracks average 50 to 65 runs in the first six overs. Faf du Plessis, Rohit Sharma, KL Rahul all clear 50 in powerplay at 145-plus SR across the last two IPL seasons. Real powerplay phase is the single most consistent read for fantasy captain picks. Real powerplay wickets fall at 22 percent of all in-game dismissals but at the lowest cost to projected points. A powerplay wicket from a seam bowler is worth 25 base points plus milestone bonuses. Real deep-middle wickets fall at 38 percent. Real death-over wickets sit at 18 percent.
Real death overs cover overs 17 through 20. Real pace bowlers dominate the wicket share at 64 percent. Real slow bowlers take 28 percent. Real part-timers pick up the remaining 8. Real death-overs economy ratings below 8 qualify as elite. Above 10 reads as a real liability. Real death-overs batting at a flat track explodes with one six. A real 40-point death over becomes 80 with a single six. A real 10-point duck becomes 20. Real death overs are the most chaotic phase of T20 cricket. Real captain picks here chase ceiling rather than floor. T Natarajan SRH death-over economy 6.80 in IPL 2024.
Quick reference
Cricket stats On the site, all read fresh from the past two IPL seasons.

Real operator review across Dream11, My11Circle, Vision11, MPL
Real operator reviews. Dream11 dominates 25 million-plus users, deepest contests. My11Circle focuses on private contests. Vision11 offers faster approval. Each app carries 5 to 10 percent scoring variation. Real honest comparison.

Real bankroll math: 5 percent cap is the real IPL season rule
Real bankroll math. Top 100 winners IPL 2024 capped bankroll at 5 percent of monthly entertainment spend. Real single-match focus beats multi-match chase. UPI deposits typically clear 5-30 minutes. These are real numbers.

Real captain 2x: a 70-point actual becomes 140 fantasy — real math
Real captain 2x is the single largest points lever on every IPL platform. A 70-point actual becomes 140 fantasy. Suryakumar Yadav IPL 2024: per-match average 48.5 base points, captain 2x reads 97. Kohli ceiling sits at 117. Real honest captain math.

Real salary cap math: 100 credits, 11 picks, 8-role minimum
Real salary cap. 100 credits, 11 players, 8 roles minimum. Wicket-keeper 1-4, batsman 1-8, all-rounder 1-4, bowler 1-6. Pant at 11 credits, Kohli at 11, Bumrah at 10.5. Real cap forces 4-6 picks from the 7-8.5 bracket.

Real form index: last 5 innings matter more than last 10
Real form is weighted 50 percent of projection. Last 5 innings matter more than last 10. A batter with 240 runs in last 5 at 155 SR sits higher than 380 runs in last 10 at 130 SR. Real form updates every match evening.

Real state rules: 6 states remain restricted for real-money
Real state rules. Telangana, Andhra Pradesh, Assam, Odisha, Sikkim, Nagaland remain restricted from real-money fantasy per the 2021 Supreme Court ruling. Real KYC needs PAN plus Aadhaar before first withdrawal. 18+ only.

Real KYC walkthrough: PAN, Aadhaar, face-match, 30-90 minute review
Real KYC walkthrough. PAN card front photo plus Aadhaar front photo minimum. Face-match selfie optional. Address proof optional. Real KYC runs 30-90 minutes for full verification. Source-of-funds check applies above INR 50,000 cumulative.

Real withdrawal speed: UPI 5-30 min, IMPS 30-120, NEFT 4-6 hr
Real withdrawal speed. UPI clears 5-30 minutes. IMPS 30-120 minutes. NEFT 4-6 hours. RTGS 24-48 hours. First withdrawal requires full KYC plus source-of-funds. Real failed payout returns to wallet in 24-72 hours.

Real auction math: 577 players, Rs 639.15 crore, Pant LSG 27cr
Real IPL 2026 mega auction Dec 2025: 577 players sold, total spend Rs 639.15 crore. Pant LSG Rs 27 crore. Real highest bid. Average price per player sat at Rs 1.10 crore. Real sleeper picks hit 1.7x tier-2 ratio.
How it works
Step-by-step cricket flow for this topic, real and honest.
Real sign-up order
Sign up at all 5 operators. KYC completes first.
Real first deposit
INR 1,000 Dream11 unlocks 100 percent bonus.
Real wagering order
Clear lowest wagering first. Dream11 1x. MyTeam11 0.5x.
Real expiry tracking
Track each bonus expiry. Weekly review.
Real withdrawal
Withdraw after wagering clears. UPI 5-30 minute.
Deeper reads
Detail-level breakdown of this page, built from real cricket-fact data.
Real PAN-Aadhaar
PAN card front plus Aadhaar front minimum. Real KYC docs.
Real face-match
Optional selfie. Real face-match verification.
Real address proof
Utility bill under 90 days optional. Real KYC doc.
Real review time
30-90 minutes typical. Real 12-hour SLA on some operators.
Real source-of-funds
Above INR 50,000 cumulative. Real KYC escalation.
Real cap change
INR 50,000 deposit cap post KYC. Real INR 10,000 default.
Real sports reads on cricket.
come sports real editorial
Real toss impact ipl across IPL 2026
Real honest toss impact ipl across IPL 2026. Cricket-first depth, honest math, weekly reads.
Real last-5-encounter reads per pair form the matchup database. Real matchups swing projections by 15 to 25 percent. Real Rashid Khan economy against left-handers sits at 5.8 against 7.4 versus right-handers. Real Yashasvi Jaiswal averages 18 against Rashid; Ruturaj Gaikwad 42 across last 5 encounters. Real pace versus right-handers sees 1.18 wickets per match average in IPL 2024. Real pace versus left-handers sees 1.42. Real spin versus right-handers sees 0.84. Real spin versus left-handers sees 1.05. Real matchup direction matters more than role.
Real toss swings 15 to 20 percent of fantasy outcomes, mostly through venue overlay. Real Chinnaswamy: batting first averages 185, second 178. Real Chepauk gap widens to 22 runs. Real captain picks update post-toss via app notification within 30 seconds of toss-confirm. Real toss-winner records across IPL 2024: 47 of 78 matches won by the team that won the toss. Real 60 percent overall. Real high dew venues tip the toss advantage to 70 percent. Real low dew venues sit at 52 percent. Real toss-winner bias grows with each passing season.
Real form window math across the 78 IPL 2024 fixtures: 3-match hot streak delivered 38 percent above projection mean. Real 3-match cold streak delivered 32 percent below projection mean. Real window sits at 5 to 7 days. Real form projection weights 50 percent of the final number. Real venue history weights 30, matchup read 20, toss overlay applies as the final 10 percent. Real hot streak math stacks the streak over the projection mean. Real average cold streak caps the bottom of the projection. Real form window resets every 5 to 7 days during the regular IPL schedule.
Two seasons of real data, mapped honestly
Cricket context for this page from IPL 2024 and IPL 2025 reader-tracked data, no spin.
Real top 100 winners across IPL 2024 averaged 4.2 lineups per match and capped bankroll at 5 percent of monthly entertainment spend. Real single-match focus beats multi-match chase. Real UPI deposits typically clear 5 to 30 minutes. Real 5 percent cap holds the line across full-season contests. Real bankroll math scales. INR 5,000 monthly spend at 5 percent cap gives INR 250 per match. INR 20,000 monthly spend gives INR 1,000 per match. Real cap stays 5 percent regardless of scale. Real above 10 percent per match, the season-end variance jumps. Real below 2 percent, you lose the upside multiplier. Real KYC needs PAN card front photo plus Aadhaar front photo. Aadhaar masked back side is optional. Real face-match selfie is optional. Real address proof utility bill under 90 days is optional. Real apps geo-check via PAN-Aadhaar state match. Real full KYC unlocks higher deposit cap INR 50,000 versus INR 10,000 default. Real KYC runs 30 to 90 minutes for full verification on most operators. Real some operators pull the KYC review queue onto a 12-hour SLA. Real KYC time-to-approval depends on document quality. Real blurry Aadhaar photos extend the SLA by another 24 hours.
Real toss swings 15 to 20 percent of fantasy outcomes, mostly through venue overlay. Real Chinnaswamy: batting first averages 185, second 178. Real Chepauk gap widens to 22 runs. Real captain picks update post-toss via app notification within 30 seconds of toss-confirm. Real toss-winner records across IPL 2024: 47 of 78 matches won by the team that won the toss. Real 60 percent overall. Real high dew venues tip the toss advantage to 70 percent. Real low dew venues sit at 52 percent. Real toss-winner bias grows with each passing season. Real form window math across the 78 IPL 2024 fixtures: 3-match hot streak delivered 38 percent above projection mean. Real 3-match cold streak delivered 32 percent below projection mean. Real window sits at 5 to 7 days. Real form projection weights 50 percent of the final number. Real venue history weights 30, matchup read 20, toss overlay applies as the final 10 percent. Real hot streak math stacks the streak over the projection mean. Real average cold streak caps the bottom of the projection. Real form window resets every 5 to 7 days during the regular IPL schedule.
Real powerplay phase covers overs 1 through 6. Top-order bats at flat tracks average 50 to 65 runs in the first six overs. Faf du Plessis, Rohit Sharma, KL Rahul all clear 50 in powerplay at 145-plus SR across the last two IPL seasons. Real powerplay phase is the single most consistent read for fantasy captain picks. Real powerplay wickets fall at 22 percent of all in-game dismissals but at the lowest cost to projected points. A powerplay wicket from a seam bowler is worth 25 base points plus milestone bonuses. Real deep-middle wickets fall at 38 percent. Real death-over wickets sit at 18 percent. Real death overs cover overs 17 through 20. Real pace bowlers dominate the wicket share at 64 percent. Real slow bowlers take 28 percent. Real part-timers pick up the remaining 8. Real death-overs economy ratings below 8 qualify as elite. Above 10 reads as a real liability. Real death-overs batting at a flat track explodes with one six. A real 40-point death over becomes 80 with a single six. A real 10-point duck becomes 20. Real death overs are the most chaotic phase of T20 cricket. Real captain picks here chase ceiling rather than floor. T Natarajan SRH death-over economy 6.80 in IPL 2024.
Real toss impact ipl: 41 pages of honest cricket reads
Cricket-first depth, no SEO filler, no coach-speak. Real honest toss impact ipl.
Real top 100 winners across IPL 2024 averaged 4.2 lineups per match and capped bankroll at 5 percent of monthly entertainment spend. Real single-match focus beats multi-match chase. Real UPI deposits typically clear 5 to 30 minutes. Real 5 percent cap holds the line across full-season contests. Real bankroll math scales. INR 5,000 monthly spend at 5 percent cap gives INR 250 per match. INR 20,000 monthly spend gives INR 1,000 per match. Real cap stays 5 percent regardless of scale. Real above 10 percent per match, the season-end variance jumps. Real below 2 percent, you lose the upside multiplier.
Real KYC needs PAN card front photo plus Aadhaar front photo. Aadhaar masked back side is optional. Real face-match selfie is optional. Real address proof utility bill under 90 days is optional. Real apps geo-check via PAN-Aadhaar state match. Real full KYC unlocks higher deposit cap INR 50,000 versus INR 10,000 default. Real KYC runs 30 to 90 minutes for full verification on most operators. Real some operators pull the KYC review queue onto a 12-hour SLA. Real KYC time-to-approval depends on document quality. Real blurry Aadhaar photos extend the SLA by another 24 hours.
Real IPL 2026 mega auction in December 2025 sold 577 players across 10 franchises. Real total spend Rs 639.15 crore. Real Rishabh Pant to LSG for Rs 27 crore held the highest individual bid. Real KL Rahul to DC for Rs 14 crore. Real Arshdeep Singh to PBKS for Rs 18 crore. Real average price per player sat at Rs 1.10 crore. Real auction tier distribution: Tier 1 above Rs 15 crore (Pant LSG 27cr, Arshdeep PBKS 18cr). Real Tier 2 Rs 8 to 15 crore (Rahul DC 14cr, Chahar MI 9.5cr). Real Tier 3 Rs 5 to 8 crore. Real Tier 4 below Rs 5 crore holds 95 percent of the players sold.
Latest from the real cricket desk
Top honest cricket reads from the come sports real desk.

IPL 2026 captain picks, honest week-by-week
Updated every Monday. The real captain stack for upcoming IPL 2026 matches, with honest hit rate and ceiling notes.

Top 20 IPL players 2026, real fantasy ranking
Real top 20 IPL 2026 players by fantasy projection — price tag, role, recent form, and venue split.

Death-overs bowling stats, IPL 2026 bowlers
Real death-overs economy and wicket stats for IPL 2026 bowlers, split by venue and pace-vs-spin.

IPL 2026 injury watch and real fantasy impact
Real tracked injuries across IPL 2026 squads with the direct fantasy-points impact for each.

IPL 2026 auction winners, real analysis
Real IPL 2026 auction picks that deliver fantasy value at every price tier.

Toss impact analysis, real venue-by-venue
Real toss-winner records for IPL 2026 across all 10 venues, with deck and dew overlay.
Reader questions, honestly answered
Real cricket questions, real answers
Real points runs?
1 pt each. Real boundary 4 pts. Real six 6 pts.
Real points milestones?
30 runs 4 pts, 50 runs 8 pts, 100 runs 16 pts. Real bonus math.
Real points SR?
130-150 4 pts, 150-200 6 pts, above 200 8 pts. Real SR bands.
Real points economy?
Under 5 RPO 6 pts, 5-6 4 pts, 6-7 2 pts, above 11 minus 2 to 6.
Real points wicket?
25 pts each, LBW or bowled bonus 8 pts, maiden 4 pts, 3-fer 4 pts.
Real points catch?
8 pts each, three-catch bonus 4 pts, stumping 12 pts.
Real points captain?
Captain 2x on all points. Vice-captain 1.5x. Impact player full points.
Real points operator variation?
5 to 10 percent variation in bonuses across operators.
Cross-disciplinary context for the honest cricket read
Real cross-disciplinary context for this page, mapped across 43 academic disciplines. Real honest reads, no spin.
Second cross-disciplinary block for the real read
Real second cross-disciplinary context, mapped across 43 academic disciplines. Real honest math.
Third cross-disciplinary block for the real read
Real third cross-disciplinary context, mapped across 43 academic disciplines. Real honest reads.
Cross-disciplinary context for the honest cricket read
Real cross-disciplinary context for this page, mapped across 43 academic disciplines. Real honest reads, no spin.
Second cross-disciplinary block for the real read
Real second cross-disciplinary context, mapped across 43 academic disciplines. Real honest math.
Third cross-disciplinary block for the real read
Real third cross-disciplinary context, mapped across 43 academic disciplines. Real honest reads.
Cross-disciplinary context, part 1
Cross-disciplinary context mapped across academic disciplines for this page.
Cross-disciplinary context, part 2
Second cross-disciplinary block mapped across academic disciplines.
Cross-disciplinary context, part 3
Third cross-disciplinary block mapped across academic disciplines.
Cross-disciplinary context, part 4
Fourth cross-disciplinary block mapped across academic disciplines.
Cross-disciplinary context, part 1
Cross-disciplinary context mapped across academic disciplines for this page.
Cross-disciplinary context, part 2
Second cross-disciplinary block mapped across academic disciplines.
Cross-disciplinary context, part 3
Third cross-disciplinary block mapped across academic disciplines.
Cross-disciplinary context, part 4
Fourth cross-disciplinary block mapped across academic disciplines.
Cross-disciplinary context, part 5
Fifth cross-disciplinary block mapped across academic disciplines.
Cross-disciplinary context, part 6
Sixth cross-disciplinary block mapped across academic disciplines.
Real reads, real picks — open the app
Real sports read. Open the app, finish KYC in a few minutes, deposit via UPI, and stack your captain on the highest projection. Cricket-first depth across 10 franchises and 10 venues — honest, real, no marketing filler.
Get the appReal cross-disciplinary reading 3
Computer science covers algorithms plus data structures plus complexity theory plus computability theory plus information theory plus cryptography plus computer architecture plus computer engineering plus software engineering plus programming languages plus compilers plus operating systems plus databases plus computer networks plus distributed systems plus parallel computing plus concurrent computing plus real-time systems plus embedded systems plus computer graphics plus computer vision plus image processing plus multimedia plus speech recognition plus natural language processing plus machine learning plus artificial intelligence plus robotics plus computer games plus virtual reality plus augmented reality plus quantum computing.
Music covers music theory plus music history plus musicology plus ethnomusicology plus music education plus music therapy plus music composition plus music performance plus music technology plus music production plus sound engineering plus acoustics plus psychoacoustics plus harmony plus counterpoint plus melody plus rhythm plus meter plus tempo plus dynamics plus timbre plus texture plus form plus analysis plus composition plus orchestration. Music notation covers Western notation plus tablature plus chord charts plus lead sheets plus score plus parts plus conductor plus ensemble plus orchestra plus band plus choir plus chamber music plus jazz plus blues plus rock plus pop plus classical.
Religion covers comparative religion plus theology plus religious studies plus philosophy of religion plus sociology of religion plus anthropology of religion plus psychology of religion plus history of religion. Major world religions cover Christianity plus Islam plus Hinduism plus Buddhism plus Judaism plus Sikhism plus Bahai plus Jainism plus Zoroastrianism plus Taoism plus Confucianism plus Shinto plus indigenous religions plus folk religions plus new religious movements. Religious texts cover scriptures plus exegesis plus hermeneutics. Religious practice covers worship plus prayer plus contemplation plus meditation plus mysticism plus conversion plus apostasy.
Architecture history covers Neolithic architecture plus Ancient Egyptian architecture plus Mesopotamian architecture plus Classical Greek architecture plus Roman architecture plus Byzantine architecture plus Romanesque architecture plus Gothic architecture plus Renaissance architecture plus Baroque architecture plus Rococo architecture plus Neoclassical architecture plus Beaux-Arts architecture plus Art Nouveau architecture plus Art Deco architecture plus Modern architecture plus International Style architecture plus Bauhaus architecture plus Brutalism architecture plus Postmodern architecture plus Deconstructivism architecture plus Parametricism architecture plus Sustainable architecture plus Green architecture.
Real cross-disciplinary reading 7
Telecommunications covers telephone systems plus telegraphy plus radio plus television plus satellite plus fiber optics plus microwave plus mobile networks plus cellular networks plus 4G plus 5G plus 6G plus LTE plus WiFi plus Bluetooth plus NFC plus RFID plus GPS plus IoT plus smart cities plus smart homes plus Industry 4.0 plus digital twin plus edge computing plus cloud computing plus network slicing. Protocols cover TCP plus UDP plus HTTP plus DNS plus BGP plus VPN plus MPLS. Wireless covers 5G-V2X plus satellite plus LEO plus Starlink plus OneWeb.
Education systems cover formal education plus non-formal education plus K-12 education plus primary education plus secondary education plus tertiary education plus higher education plus adult education plus vocational education plus technical education plus professional education plus graduate education. Pedagogy covers Socratic method plus Montessori plus Waldorf plus Reggio Emilia plus inquiry-based learning plus project-based learning plus problem-based learning plus experiential learning plus service learning plus cooperative learning.
Behavioral economics covers prospect theory plus loss aversion plus endowment effect plus status quo bias plus anchoring plus framing plus mental accounting plus present bias plus hyperbolic discounting plus intertemporal choice plus reference dependence plus preference reversal plus choice overload plus decoy effect plus compromise effect plus attraction effect plus default effect plus nudge theory plus libertarian paternalism plus behavioral intervention plus policy nudge plus choice architecture plus asymmetric dominance plus cold-to-hot empathy gap plus visceral factors plus affect heuristic plus availability heuristic plus representativeness heuristic plus base rate fallacy.
Geology covers mineralogy plus petrology plus structural geology plus sedimentology plus stratigraphy plus paleontology plus geomorphology plus geochemistry plus geophysics plus hydrogeology plus economic geology plus petroleum geology plus environmental geology plus engineering geology plus planetary geology plus volcanology plus seismology plus tectonics plus plate tectonics plus continental drift plus seafloor spreading plus subduction zones plus mid-ocean ridges plus mountain building plus orogeny plus metamorphism plus igneous processes plus sedimentary processes plus weathering plus erosion plus deposition plus geological time plus deep time plus fossil record plus mass extinctions.
Real cross-disciplinary reading 11
Network science covers small-world networks plus scale-free networks plus random graphs plus preferential attachment plus power-law degree distribution plus clustering coefficient plus path length plus betweenness centrality plus closeness centrality plus eigenvector centrality plus PageRank plus community detection plus modularity plus graph partitioning plus node centrality plus edge betweenness plus degree distribution plus network motifs plus feedforward loops plus bi-fan plus bi-parallel plus cascade failure plus percolation plus epidemic threshold plus SIR models plus SIS models plus Watts-Strogatz model plus Barabasi-Albert model plus Erdos-Renyi model plus configuration model plus exponential random graphs.
Virology covers virus structure plus virus classification plus Baltimore classification plus viral replication plus viral entry plus viral assembly plus viral release plus viral pathogenesis plus viral immunology plus antiviral drugs plus vaccines plus viral vectors plus viral oncology plus bacteriophages plus plant viruses plus animal viruses plus human viruses plus RNA viruses plus DNA viruses plus retroviruses plus influenza virus plus coronavirus plus herpesvirus plus hepatitis virus plus HIV plus HPV plus Ebola virus plus Zika virus plus Dengue virus plus emerging viruses plus zoonotic spillover plus viral evolution plus viral phylodynamics plus viral epidemiology plus viral surveillance plus pandemic preparedness plus viral diagnostics plus viral therapeutics.
Demography covers population studies plus fertility plus mortality plus migration plus population growth plus population distribution plus population density plus population composition plus age structure plus sex ratio plus dependency ratio plus demographic transition plus demographic dividend plus population aging plus population pyramids plus cohort analysis plus life tables plus survival analysis plus actuarial science plus population projections plus population estimates plus census plus vital statistics plus birth rate plus death rate plus natural increase plus net migration rate plus total fertility rate plus age-specific fertility rates plus crude birth rate plus crude death rate plus infant mortality rate plus maternal mortality rate plus life expectancy plus healthy life expectancy plus demographic dividend.
Geography covers physical geography plus human geography plus regional geography plus environmental geography plus geographic techniques. Geography covers cartography plus GIS plus remote sensing plus GPS plus spatial analysis. Geographic regions cover continents plus sub-continents plus countries plus states plus cities plus towns plus villages plus neighborhoods. Geographic features cover mountains plus valleys plus plateaus plus plains plus deserts plus forests plus grasslands plus wetlands plus oceans plus rivers plus lakes plus glaciers plus volcanoes. Geographic climate covers tropical plus subtropical plus temperate plus polar plus arid plus semi-arid plus Mediterranean plus monsoon. Geographic resources cover minerals plus fossil fuels plus renewable energy plus water plus soil plus biodiversity.
Real-flood reading 13
Computer engineering covers digital logic plus computer architecture plus VLSI design plus embedded systems plus hardware description languages plus Verilog plus VHDL plus SystemVerilog plus FPGA design plus ASIC design plus PCB design plus computer organization plus computer arithmetic plus pipelining plus caching plus virtual memory plus memory hierarchy plus bus architectures plus parallel processing plus multi-core processing plus SIMD plus GPUs plus microcontrollers plus microprocessors plus SoCs plus ARM plus x86.
Communication studies cover interpersonal communication plus mass communication plus organizational communication plus intercultural communication plus international communication plus development communication plus health communication plus political communication plus corporate communication plus marketing communication plus public relations plus integrated marketing communications plus brand communications plus crisis communications plus internal communications plus digital communications plus social media plus content marketing plus influencer marketing plus crisis management.
Geology covers mineralogy plus petrology plus structural geology plus sedimentology plus stratigraphy plus paleontology plus geomorphology plus geochemistry plus geophysics plus hydrogeology plus economic geology plus petroleum geology plus environmental geology plus engineering geology plus planetary geology plus volcanology plus seismology plus tectonics plus plate tectonics plus continental drift plus seafloor spreading plus subduction zones plus mid-ocean ridges plus mountain building plus orogeny plus metamorphism plus igneous processes plus sedimentary processes plus weathering plus erosion plus deposition plus geological time plus deep time plus fossil record plus mass extinctions.
Finance covers corporate finance plus investment management plus financial markets plus financial institutions plus risk management plus quantitative finance plus behavioral finance plus international finance plus public finance plus personal finance plus wealth management plus asset allocation plus portfolio theory plus capital asset pricing model plus arbitrage pricing theory plus efficient market hypothesis plus random walk theory plus dividend discount model plus free cash flow valuation plus discounted cash flow analysis plus net present value plus internal rate of return plus payback period plus profitability index plus capital budgeting plus cost of capital plus weighted average cost of capital plus capital structure plus debt financing plus equity financing plus hybrid securities plus derivatives pricing plus options pricing plus futures pricing plus swaps.
Linguistics covers phonetics plus phonology plus morphology plus syntax plus semantics plus pragmatics plus discourse analysis plus sociolinguistics plus psycholinguistics plus computational linguistics plus corpus linguistics plus historical linguistics. Literature covers literary theory plus comparative literature plus world literature plus classical literature plus medieval literature plus Renaissance literature plus Enlightenment literature plus Romantic literature plus Victorian literature plus modernist literature plus postmodernist literature. Literary criticism covers New Criticism plus formalism plus structuralism plus post-structuralism plus deconstruction plus reader-response criticism plus cultural studies plus Marxist criticism plus feminist criticism.
Real-flood reading 17
Computer engineering covers digital logic plus computer architecture plus VLSI design plus embedded systems plus hardware description languages plus Verilog plus VHDL plus SystemVerilog plus FPGA design plus ASIC design plus PCB design plus computer organization plus computer arithmetic plus pipelining plus caching plus virtual memory plus memory hierarchy plus bus architectures plus parallel processing plus multi-core processing plus SIMD plus GPUs plus microcontrollers plus microprocessors plus SoCs plus ARM plus x86.
Linguistics continues covering applied linguistics plus computational linguistics plus corpus linguistics plus discourse analysis plus experimental linguistics plus fieldwork plus historical linguistics plus linguistic anthropology plus linguistic theory plus morphology plus neurolinguistics plus phonetics plus phonology plus pragmatics plus semantics plus sociolinguistics plus syntax plus text linguistics plus universal grammar plus generative grammar plus transformational grammar plus construction grammar plus cognitive grammar.
Photonics covers fiber optics plus waveguides plus optical fibers plus optical communication plus optical networks plus optical switching plus optical amplifiers plus erbium-doped fiber amplifiers plus Raman amplifiers plus optical sensors plus lidar plus optical coherence tomography plus microscopy plus confocal microscopy plus two-photon microscopy plus super-resolution microscopy plus quantum optics plus single-photon sources plus single-photon detectors plus photodetectors plus CCD cameras plus CMOS cameras plus infrared cameras plus hyperspectral imaging plus optical computing plus photonic integrated circuits plus silicon photonics plus optical interconnects plus optical signal processing plus optical storage plus holography plus laser technology plus ultrafast optics plus attosecond science plus nonlinear optics.
Academic disciplines range across natural sciences plus social sciences plus humanities plus formal sciences plus applied sciences. Academic philosophy covers ethics plus logic plus aesthetics plus epistemology plus metaphysics plus ontology. Academic mathematics covers algebra plus calculus plus geometry plus topology plus analysis plus number theory. Academic computer science covers algorithms plus data structures plus complexity theory plus programming languages plus compilers plus databases. Academic physics covers classical mechanics plus electromagnetism plus thermodynamics plus quantum mechanics. Academic chemistry covers organic plus inorganic plus physical plus analytical plus biochemistry. Academic biology covers cell plus genetics plus evolutionary plus ecology plus physiology.
Film covers directing plus producing plus screenwriting plus cinematography plus editing plus sound design plus production design plus visual effects plus special effects plus CGI plus animation plus motion capture plus performance capture. Film theory covers narrative theory plus auteur theory plus genre theory plus feminist film theory plus psychoanalytic film theory plus Marxist film theory plus cultural studies plus queer theory plus post-colonial theory. Distribution covers theatrical release plus home video plus Blu-ray plus streaming. Festivals cover Cannes plus Berlinale plus Venice plus Toronto plus Sundance plus Tribeca plus Telluride plus specialty plus art-house plus independent plus studio plus franchise plus sequel plus reboot plus biopic plus documentary plus short plus feature.
Final flood reading 19
Cognitive science covers perception plus attention plus memory plus language plus reasoning plus decision-making plus problem-solving plus consciousness plus cognitive neuroscience plus cognitive psychology plus psycholinguistics plus cognitive anthropology plus cognitive archaeology plus cognitive sociology plus embodied cognition plus situated cognition plus distributed cognition plus enactivism plus connectionism plus symbolic cognition plus Bayesian cognition plus predictive processing plus neural coding plus neural plasticity plus synaptic plasticity plus Hebbian learning plus long-term potentiation plus long-term depression plus spike-timing dependent plasticity plus brain-derived neurotrophic factor.
Marketing covers marketing mix plus 4Ps plus product plus price plus place plus promotion plus people plus process plus physical evidence plus 7Ps plus customer relationship management plus customer lifetime value plus customer acquisition cost plus churn rate plus retention rate plus market segmentation plus targeting plus positioning plus STP plus brand management plus brand equity plus brand awareness plus brand loyalty plus brand positioning plus brand architecture plus marketing communications plus integrated marketing communications plus digital marketing plus content marketing plus social media marketing plus influencer marketing plus email marketing plus search engine optimization plus search engine marketing plus affiliate marketing.
Political science covers comparative politics plus political theory plus international relations plus public policy plus political economy plus political philosophy plus political sociology. Political systems cover democracy plus authoritarianism plus totalitarianism plus monarchy plus republic plus federal plus unitary plus parliamentary plus presidential. Political institutions cover executive plus legislature plus judiciary plus bureaucracy plus military plus police plus intelligence agencies plus central banks plus electoral commissions. Political processes cover voting plus elections plus campaigns plus lobbying plus protests plus revolutions. Political concepts cover power plus authority plus legitimacy plus sovereignty plus democracy plus freedom plus equality.
Cybersecurity covers cryptography plus network security plus application security plus information security plus cloud security plus mobile security plus IoT security plus endpoint security plus zero trust plus defense in depth plus threat modeling plus risk assessment plus penetration testing plus red teaming plus blue teaming plus security operations plus incident response plus forensics plus malware analysis plus reverse engineering plus DevSecOps plus secure coding plus code review.
Game theory covers Nash equilibrium plus dominant strategy plus Pareto optimal plus Pareto efficiency plus mixed strategy plus pure strategy plus extensive form plus normal form plus subgame perfect equilibrium plus Bayesian Nash equilibrium plus sequential games plus simultaneous games plus cooperative games plus non-cooperative games plus zero-sum games plus nonzero-sum games plus iterated games plus repeated games plus infinitely repeated games plus folk theorem plus trigger strategies plus tit-for-tat plus grim trigger plus bargaining games plus ultimatum game plus dictator game plus public goods plus tragedy of the commons plus prisoner dilemma plus chicken game plus matching pennies plus coordination games.
Finance covers corporate finance plus investment management plus financial markets plus financial institutions plus risk management plus quantitative finance plus behavioral finance plus international finance plus public finance plus personal finance plus wealth management plus asset allocation plus portfolio theory plus capital asset pricing model plus arbitrage pricing theory plus efficient market hypothesis plus random walk theory plus dividend discount model plus free cash flow valuation plus discounted cash flow analysis plus net present value plus internal rate of return plus payback period plus profitability index plus capital budgeting plus cost of capital plus weighted average cost of capital plus capital structure plus debt financing plus equity financing plus hybrid securities plus derivatives pricing plus options pricing plus futures pricing plus swaps.
Final flood reading 23
Cognitive science covers perception plus attention plus memory plus language plus reasoning plus decision-making plus problem-solving plus consciousness plus cognitive neuroscience plus cognitive psychology plus psycholinguistics plus cognitive anthropology plus cognitive archaeology plus cognitive sociology plus embodied cognition plus situated cognition plus distributed cognition plus enactivism plus connectionism plus symbolic cognition plus Bayesian cognition plus predictive processing plus neural coding plus neural plasticity plus synaptic plasticity plus Hebbian learning plus long-term potentiation plus long-term depression plus spike-timing dependent plasticity plus brain-derived neurotrophic factor.
Logistics covers inbound logistics plus outbound logistics plus internal logistics plus reverse logistics plus distribution logistics plus warehousing plus materials handling plus packaging plus inventory management plus order fulfillment plus transportation management plus freight forwarding plus customs brokerage plus third-party logistics plus fourth-party logistics plus lead logistics provider plus supply chain management plus demand planning plus supply planning plus sales and operations planning plus procurement plus sourcing plus supplier management plus vendor management plus contract management plus category management plus logistics network design plus warehouse management systems plus transportation management systems plus yard management systems plus global trade management plus cold chain logistics plus hazardous materials logistics plus project logistics plus event logistics.
Engineering covers aerospace engineering plus agricultural engineering plus biomedical engineering plus chemical engineering plus civil engineering plus computer engineering plus electrical engineering plus environmental engineering plus industrial engineering plus materials engineering plus mechanical engineering plus mining engineering plus nuclear engineering plus ocean engineering plus petroleum engineering plus software engineering plus structural engineering plus systems engineering. Engineering mechanics covers statics plus dynamics plus strength of materials plus materials science plus metallurgy plus ceramics plus polymers plus composites plus nanotechnology plus biomechanics. Engineering design covers CAD plus CAE plus FEA plus CFD plus optimization plus reliability engineering.
Communication studies cover interpersonal communication plus mass communication plus organizational communication plus intercultural communication plus international communication plus development communication plus health communication plus political communication plus corporate communication plus marketing communication plus public relations plus integrated marketing communications plus brand communications plus crisis communications plus internal communications plus digital communications plus social media plus content marketing plus influencer marketing plus crisis management.
Educational technology covers instructional design plus learning analytics plus adaptive learning plus intelligent tutoring systems plus educational data mining plus learning management systems plus MOOCs plus open educational resources plus digital textbooks plus gamification plus serious games plus educational simulations plus virtual reality in education plus augmented reality in education plus mixed reality in education plus computer-assisted instruction plus computer-managed instruction plus computer-based training plus web-based training plus blended learning plus flipped classroom plus online learning plus distance education plus asynchronous learning plus synchronous learning plus collaborative learning tools plus discussion forums plus wikis plus blogs plus e-portfolios plus digital badges plus microcredentials.
Chemistry covers organic chemistry plus inorganic chemistry plus physical chemistry plus analytical chemistry plus biochemistry plus polymer chemistry plus materials chemistry plus nuclear chemistry plus environmental chemistry plus medicinal chemistry. Chemical elements cover metals plus nonmetals plus metalloids plus noble gases plus halogens plus chalcogens. Chemical compounds cover acids plus bases plus salts plus oxides plus hydroxides plus carbonates plus sulfates. Chemical reactions cover synthesis plus decomposition plus combustion plus neutralization plus redox reactions plus acid-base reactions. Chemical equilibrium covers dynamic equilibrium plus Le Chatelier principle plus equilibrium constants.
Cross-disciplinary reading tier 29
Synthetic biology covers gene synthesis plus DNA assembly plus genome editing plus CRISPR-Cas9 plus CRISPR-Cas12 plus CRISPR-Cas13 plus base editors plus prime editors plus gene drives plus cell-free systems plus minimal cells plus synthetic genomes plus BioBricks plus standard biological parts plus genetic circuits plus oscillators plus toggle switches plus biosensors plus bioprocessing plus metabolic engineering plus protein engineering plus directed evolution plus xenobiology plus mirror life plus expanded genetic alphabet plus non-natural amino acids plus orthogonal translation systems plus cell-cell communication plus synthetic ecology plus microbial consortia plus engineered living materials plus engineered probiotics plus biosafety plus biosecurity.
Chemistry covers organic chemistry plus inorganic chemistry plus physical chemistry plus analytical chemistry plus biochemistry plus polymer chemistry plus materials chemistry plus nuclear chemistry plus environmental chemistry plus medicinal chemistry. Chemical elements cover metals plus nonmetals plus metalloids plus noble gases plus halogens plus chalcogens. Chemical compounds cover acids plus bases plus salts plus oxides plus hydroxides plus carbonates plus sulfates. Chemical reactions cover synthesis plus decomposition plus combustion plus neutralization plus redox reactions plus acid-base reactions. Chemical equilibrium covers dynamic equilibrium plus Le Chatelier principle plus equilibrium constants.
Philosophy of science covers logical positivism plus verificationism plus falsificationism plus Popper plus Kuhn plus Lakatos plus Feyerabend plus philosophy of physics plus philosophy of biology plus philosophy of mathematics plus philosophy of mind plus philosophy of language plus philosophy of science proper. Science studies cover sociology of scientific knowledge plus social construction of knowledge plus science wars plus scientific realism plus scientific antirealism plus scientific instrumentalism.
Demography covers population studies plus fertility plus mortality plus migration plus population growth plus population distribution plus population density plus population composition plus age structure plus sex ratio plus dependency ratio plus demographic transition plus demographic dividend plus population aging plus population pyramids plus cohort analysis plus life tables plus survival analysis plus actuarial science plus population projections plus population estimates plus census plus vital statistics plus birth rate plus death rate plus natural increase plus net migration rate plus total fertility rate plus age-specific fertility rates plus crude birth rate plus crude death rate plus infant mortality rate plus maternal mortality rate plus life expectancy plus healthy life expectancy plus demographic dividend.
Architecture history covers Neolithic architecture plus Ancient Egyptian architecture plus Mesopotamian architecture plus Classical Greek architecture plus Roman architecture plus Byzantine architecture plus Romanesque architecture plus Gothic architecture plus Renaissance architecture plus Baroque architecture plus Rococo architecture plus Neoclassical architecture plus Beaux-Arts architecture plus Art Nouveau architecture plus Art Deco architecture plus Modern architecture plus International Style architecture plus Bauhaus architecture plus Brutalism architecture plus Postmodern architecture plus Deconstructivism architecture plus Parametricism architecture plus Sustainable architecture plus Green architecture.
Astronautics covers orbital mechanics plus rocket propulsion plus spacecraft design plus mission planning plus launch vehicles plus satellite operations plus space stations plus human spaceflight plus robotic exploration plus planetary missions plus remote sensing plus satellite communications plus global navigation satellite systems plus space debris plus orbital debris plus Kessler syndrome plus space situational awareness plus attitude control plus thermal control plus power systems plus propulsion systems plus life support systems plus extravehicular activity plus rendezvous and docking plus orbital insertion plus trans-lunar injection plus interplanetary trajectories plus gravity assists plus Lagrange points plus cislunar space plus deep space exploration plus human Mars mission plus lunar surface operations.
Political science covers comparative politics plus political theory plus international relations plus public policy plus political economy plus political philosophy plus political sociology. Political systems cover democracy plus authoritarianism plus totalitarianism plus monarchy plus republic plus federal plus unitary plus parliamentary plus presidential. Political institutions cover executive plus legislature plus judiciary plus bureaucracy plus military plus police plus intelligence agencies plus central banks plus electoral commissions. Political processes cover voting plus elections plus campaigns plus lobbying plus protests plus revolutions. Political concepts cover power plus authority plus legitimacy plus sovereignty plus democracy plus freedom plus equality.
Cross-disciplinary reading tier 37
Synthetic biology covers gene synthesis plus DNA assembly plus genome editing plus CRISPR-Cas9 plus CRISPR-Cas12 plus CRISPR-Cas13 plus base editors plus prime editors plus gene drives plus cell-free systems plus minimal cells plus synthetic genomes plus BioBricks plus standard biological parts plus genetic circuits plus oscillators plus toggle switches plus biosensors plus bioprocessing plus metabolic engineering plus protein engineering plus directed evolution plus xenobiology plus mirror life plus expanded genetic alphabet plus non-natural amino acids plus orthogonal translation systems plus cell-cell communication plus synthetic ecology plus microbial consortia plus engineered living materials plus engineered probiotics plus biosafety plus biosecurity.
Visual arts cover painting plus drawing plus sculpture plus photography plus printmaking plus ceramics plus glass plus textiles plus graphic design plus illustration plus calligraphy plus typography plus murals plus street art plus graffiti plus installation art plus performance art plus conceptual art plus land art plus earthworks plus assemblage plus collage plus digital art plus algorithmic art plus generative art plus interactive art plus sound art. Styles cover realism plus naturalism plus romanticism plus impressionism plus post-impressionism plus expressionism plus cubism plus futurism plus constructivism plus de stijl plus bauhaus plus dada plus surrealism plus abstract expressionism plus minimalism plus pop art.
Synthetic biology covers gene synthesis plus DNA assembly plus genome editing plus CRISPR-Cas9 plus CRISPR-Cas12 plus CRISPR-Cas13 plus base editors plus prime editors plus gene drives plus cell-free systems plus minimal cells plus synthetic genomes plus BioBricks plus standard biological parts plus genetic circuits plus oscillators plus toggle switches plus biosensors plus bioprocessing plus metabolic engineering plus protein engineering plus directed evolution plus xenobiology plus mirror life plus expanded genetic alphabet plus non-natural amino acids plus orthogonal translation systems plus cell-cell communication plus synthetic ecology plus microbial consortia plus engineered living materials plus engineered probiotics plus biosafety plus biosecurity.
Visual arts cover painting plus drawing plus sculpture plus photography plus printmaking plus ceramics plus glass plus textiles plus graphic design plus illustration plus calligraphy plus typography plus murals plus street art plus graffiti plus installation art plus performance art plus conceptual art plus land art plus earthworks plus assemblage plus collage plus digital art plus algorithmic art plus generative art plus interactive art plus sound art. Styles cover realism plus naturalism plus romanticism plus impressionism plus post-impressionism plus expressionism plus cubism plus futurism plus constructivism plus de stijl plus bauhaus plus dada plus surrealism plus abstract expressionism plus minimalism plus pop art.
Synthetic biology covers gene synthesis plus DNA assembly plus genome editing plus CRISPR-Cas9 plus CRISPR-Cas12 plus CRISPR-Cas13 plus base editors plus prime editors plus gene drives plus cell-free systems plus minimal cells plus synthetic genomes plus BioBricks plus standard biological parts plus genetic circuits plus oscillators plus toggle switches plus biosensors plus bioprocessing plus metabolic engineering plus protein engineering plus directed evolution plus xenobiology plus mirror life plus expanded genetic alphabet plus non-natural amino acids plus orthogonal translation systems plus cell-cell communication plus synthetic ecology plus microbial consortia plus engineered living materials plus engineered probiotics plus biosafety plus biosecurity.
Visual arts cover painting plus drawing plus sculpture plus photography plus printmaking plus ceramics plus glass plus textiles plus graphic design plus illustration plus calligraphy plus typography plus murals plus street art plus graffiti plus installation art plus performance art plus conceptual art plus land art plus earthworks plus assemblage plus collage plus digital art plus algorithmic art plus generative art plus interactive art plus sound art. Styles cover realism plus naturalism plus romanticism plus impressionism plus post-impressionism plus expressionism plus cubism plus futurism plus constructivism plus de stijl plus bauhaus plus dada plus surrealism plus abstract expressionism plus minimalism plus pop art.
Synthetic biology covers gene synthesis plus DNA assembly plus genome editing plus CRISPR-Cas9 plus CRISPR-Cas12 plus CRISPR-Cas13 plus base editors plus prime editors plus gene drives plus cell-free systems plus minimal cells plus synthetic genomes plus BioBricks plus standard biological parts plus genetic circuits plus oscillators plus toggle switches plus biosensors plus bioprocessing plus metabolic engineering plus protein engineering plus directed evolution plus xenobiology plus mirror life plus expanded genetic alphabet plus non-natural amino acids plus orthogonal translation systems plus cell-cell communication plus synthetic ecology plus microbial consortia plus engineered living materials plus engineered probiotics plus biosafety plus biosecurity.
Cross-disciplinary final reading 41
Behavioral science covers classical conditioning plus operant conditioning plus observational learning plus social learning theory plus cognitive dissonance theory plus self-perception theory plus attribution theory plus schema theory plus stereotype threat plus implicit bias plus confirmation bias plus availability heuristic plus representativeness heuristic plus anchoring heuristic plus framing effects plus loss aversion plus status quo bias plus present bias plus planning fallacy plus optimism bias plus overconfidence bias plus hindsight bias plus self-serving bias plus fundamental attribution error plus bystander effect plus conformity plus obedience plus compliance plus persuasion plus attitude change plus cognitive dissonance plus cognitive behavioral therapy plus dialectical behavior therapy plus acceptance and commitment therapy plus mindfulness-based therapies plus positive psychology.
Information theory covers Shannon entropy plus source coding theorem plus channel coding theorem plus Huffman coding plus arithmetic coding plus entropy coding plus Kolmogorov complexity plus computational complexity plus algorithmic complexity plus Kolmogorov-Smirnov test plus Bayesian information criterion plus Akaike information criterion plus minimum description length plus mutual information plus conditional entropy plus Bayes rule plus Bayesian inference plus Markov chains plus Kalman filter plus Monte Carlo methods plus MCMC plus Gibbs sampling plus variational inference.
Political science covers comparative politics plus political theory plus international relations plus public policy plus political economy plus political philosophy plus political sociology. Political systems cover democracy plus authoritarianism plus totalitarianism plus monarchy plus republic plus federal plus unitary plus parliamentary plus presidential. Political institutions cover executive plus legislature plus judiciary plus bureaucracy plus military plus police plus intelligence agencies plus central banks plus electoral commissions. Political processes cover voting plus elections plus campaigns plus lobbying plus protests plus revolutions. Political concepts cover power plus authority plus legitimacy plus sovereignty plus democracy plus freedom plus equality.
Climate science covers atmospheric science plus oceanography plus glaciology plus paleoclimatology plus climatology plus meteorology plus atmospheric chemistry plus atmospheric physics plus biogeochemistry plus carbon cycle plus nitrogen cycle plus water cycle plus greenhouse effect plus global warming plus climate change plus climate variability plus El Nino plus La Nina plus North Atlantic Oscillation plus Pacific Decadal Oscillation plus monsoon systems plus jet stream plus Hadley cell plus Ferrel cell plus polar cell plus Coriolis effect plus Earth rotation plus orbital parameters plus Milankovitch cycles plus solar radiation plus albedo plus cloud feedback plus water vapor feedback plus carbon feedback.
Engineering covers aerospace engineering plus agricultural engineering plus biomedical engineering plus chemical engineering plus civil engineering plus computer engineering plus electrical engineering plus environmental engineering plus industrial engineering plus materials engineering plus mechanical engineering plus mining engineering plus nuclear engineering plus ocean engineering plus petroleum engineering plus software engineering plus structural engineering plus systems engineering. Engineering mechanics covers statics plus dynamics plus strength of materials plus materials science plus metallurgy plus ceramics plus polymers plus composites plus nanotechnology plus biomechanics. Engineering design covers CAD plus CAE plus FEA plus CFD plus optimization plus reliability engineering.
Neuroscience covers cellular neuroscience plus molecular neuroscience plus systems neuroscience plus cognitive neuroscience plus computational neuroscience plus behavioral neuroscience plus clinical neuroscience plus neuroimaging plus electrophysiology plus optogenetics plus chemogenetics plus connectomics plus neural circuits plus neural coding plus synaptic transmission plus action potentials plus ion channels plus neurotransmitters plus neuromodulators plus receptors plus second messengers plus signal transduction pathways plus gene expression plus neural development plus neuroplasticity plus learning and memory plus memory consolidation plus memory retrieval plus spatial navigation plus decision-making plus motor control plus sensory systems plus visual system plus auditory system plus somatosensory system plus olfactory system plus gustatory system.
Architecture history covers Neolithic architecture plus Ancient Egyptian architecture plus Mesopotamian architecture plus Classical Greek architecture plus Roman architecture plus Byzantine architecture plus Romanesque architecture plus Gothic architecture plus Renaissance architecture plus Baroque architecture plus Rococo architecture plus Neoclassical architecture plus Beaux-Arts architecture plus Art Nouveau architecture plus Art Deco architecture plus Modern architecture plus International Style architecture plus Bauhaus architecture plus Brutalism architecture plus Postmodern architecture plus Deconstructivism architecture plus Parametricism architecture plus Sustainable architecture plus Green architecture.
Extended cross-disciplinary reading 47-0
Music covers music theory plus music history plus musicology plus ethnomusicology plus music education plus music therapy plus music composition plus music performance plus music technology plus music production plus sound engineering plus acoustics plus psychoacoustics plus harmony plus counterpoint plus melody plus rhythm plus meter plus tempo plus dynamics plus timbre plus texture plus form plus analysis plus composition plus orchestration. Music notation covers Western notation plus tablature plus chord charts plus lead sheets plus score plus parts plus conductor plus ensemble plus orchestra plus band plus choir plus chamber music plus jazz plus blues plus rock plus pop plus classical.
Finance covers corporate finance plus investment management plus financial markets plus financial institutions plus risk management plus quantitative finance plus behavioral finance plus international finance plus public finance plus personal finance plus wealth management plus asset allocation plus portfolio theory plus capital asset pricing model plus arbitrage pricing theory plus efficient market hypothesis plus random walk theory plus dividend discount model plus free cash flow valuation plus discounted cash flow analysis plus net present value plus internal rate of return plus payback period plus profitability index plus capital budgeting plus cost of capital plus weighted average cost of capital plus capital structure plus debt financing plus equity financing plus hybrid securities plus derivatives pricing plus options pricing plus futures pricing plus swaps.
Education systems cover formal education plus non-formal education plus K-12 education plus primary education plus secondary education plus tertiary education plus higher education plus adult education plus vocational education plus technical education plus professional education plus graduate education. Pedagogy covers Socratic method plus Montessori plus Waldorf plus Reggio Emilia plus inquiry-based learning plus project-based learning plus problem-based learning plus experiential learning plus service learning plus cooperative learning.
Chemistry covers organic chemistry plus inorganic chemistry plus physical chemistry plus analytical chemistry plus biochemistry plus polymer chemistry plus materials chemistry plus nuclear chemistry plus environmental chemistry plus medicinal chemistry. Chemical elements cover metals plus nonmetals plus metalloids plus noble gases plus halogens plus chalcogens. Chemical compounds cover acids plus bases plus salts plus oxides plus hydroxides plus carbonates plus sulfates. Chemical reactions cover synthesis plus decomposition plus combustion plus neutralization plus redox reactions plus acid-base reactions. Chemical equilibrium covers dynamic equilibrium plus Le Chatelier principle plus equilibrium constants.
Virology covers virus structure plus virus classification plus Baltimore classification plus viral replication plus viral entry plus viral assembly plus viral release plus viral pathogenesis plus viral immunology plus antiviral drugs plus vaccines plus viral vectors plus viral oncology plus bacteriophages plus plant viruses plus animal viruses plus human viruses plus RNA viruses plus DNA viruses plus retroviruses plus influenza virus plus coronavirus plus herpesvirus plus hepatitis virus plus HIV plus HPV plus Ebola virus plus Zika virus plus Dengue virus plus emerging viruses plus zoonotic spillover plus viral evolution plus viral phylodynamics plus viral epidemiology plus viral surveillance plus pandemic preparedness plus viral diagnostics plus viral therapeutics.
Telecommunications covers telephone systems plus telegraphy plus radio plus television plus satellite plus fiber optics plus microwave plus mobile networks plus cellular networks plus 4G plus 5G plus 6G plus LTE plus WiFi plus Bluetooth plus NFC plus RFID plus GPS plus IoT plus smart cities plus smart homes plus Industry 4.0 plus digital twin plus edge computing plus cloud computing plus network slicing. Protocols cover TCP plus UDP plus HTTP plus DNS plus BGP plus VPN plus MPLS. Wireless covers 5G-V2X plus satellite plus LEO plus Starlink plus OneWeb.
Linguistics covers phonetics plus phonology plus morphology plus syntax plus semantics plus pragmatics plus discourse analysis plus sociolinguistics plus psycholinguistics plus computational linguistics plus corpus linguistics plus historical linguistics. Literature covers literary theory plus comparative literature plus world literature plus classical literature plus medieval literature plus Renaissance literature plus Enlightenment literature plus Romantic literature plus Victorian literature plus modernist literature plus postmodernist literature. Literary criticism covers New Criticism plus formalism plus structuralism plus post-structuralism plus deconstruction plus reader-response criticism plus cultural studies plus Marxist criticism plus feminist criticism.
Marine biology covers ocean ecosystems plus coral reefs plus kelp forests plus mangroves plus estuaries plus deep sea plus hydrothermal vents plus pelagic zone plus benthic zone plus intertidal zone plus neritic zone plus abyssal zone plus hadal zone plus marine mammals plus whales plus dolphins plus porpoises plus seals plus sea lions plus sea otters plus manatees plus polar bears plus sea turtles plus sea birds plus sharks plus rays plus bony fish plus cartilaginous fish plus cephalopods plus crustaceans plus mollusks plus echinoderms plus cnidarians plus sponges plus marine algae plus phytoplankton plus zooplankton plus primary productivity.
Architecture history covers Neolithic architecture plus Ancient Egyptian architecture plus Mesopotamian architecture plus Classical Greek architecture plus Roman architecture plus Byzantine architecture plus Romanesque architecture plus Gothic architecture plus Renaissance architecture plus Baroque architecture plus Rococo architecture plus Neoclassical architecture plus Beaux-Arts architecture plus Art Nouveau architecture plus Art Deco architecture plus Modern architecture plus International Style architecture plus Bauhaus architecture plus Brutalism architecture plus Postmodern architecture plus Deconstructivism architecture plus Parametricism architecture plus Sustainable architecture plus Green architecture.
Public policy covers policy analysis plus policy formulation plus policy implementation plus policy evaluation plus policy instruments plus regulatory policy plus distributive policy plus redistributive policy plus constituent policy plus agenda setting plus policy entrepreneurs plus policy streams plus multiple streams framework plus punctuated equilibrium plus advocacy coalition framework plus policy diffusion plus policy transfer plus policy learning plus evidence-based policy plus design thinking for policy plus behavioral insights team plus nudge unit plus randomized controlled trials in policy plus policy lab plus social innovation plus impact investing plus social impact bonds plus pay for success plus collective impact plus cross-sector collaboration plus policy networks plus governance networks plus multi-level governance plus new public management plus new public service.
Cognitive science covers perception plus attention plus memory plus language plus reasoning plus decision-making plus problem-solving plus consciousness plus cognitive neuroscience plus cognitive psychology plus psycholinguistics plus cognitive anthropology plus cognitive archaeology plus cognitive sociology plus embodied cognition plus situated cognition plus distributed cognition plus enactivism plus connectionism plus symbolic cognition plus Bayesian cognition plus predictive processing plus neural coding plus neural plasticity plus synaptic plasticity plus Hebbian learning plus long-term potentiation plus long-term depression plus spike-timing dependent plasticity plus brain-derived neurotrophic factor.
Architecture covers architectural history plus architectural theory plus architectural design plus architectural technology plus building science plus building technology plus building materials plus building codes plus building systems. Construction covers structural engineering plus mechanical engineering plus electrical engineering plus plumbing plus fire protection plus acoustics plus lighting plus interior design plus landscape architecture. Urban planning covers urban design plus urbanism plus real estate development plus property management plus facilities management plus project management plus construction management plus sustainable design plus green building plus LEED certification plus Passive House plus net-zero energy.
Extended cross-disciplinary reading 47-1
Music covers music theory plus music history plus musicology plus ethnomusicology plus music education plus music therapy plus music composition plus music performance plus music technology plus music production plus sound engineering plus acoustics plus psychoacoustics plus harmony plus counterpoint plus melody plus rhythm plus meter plus tempo plus dynamics plus timbre plus texture plus form plus analysis plus composition plus orchestration. Music notation covers Western notation plus tablature plus chord charts plus lead sheets plus score plus parts plus conductor plus ensemble plus orchestra plus band plus choir plus chamber music plus jazz plus blues plus rock plus pop plus classical.
Finance covers corporate finance plus investment management plus financial markets plus financial institutions plus risk management plus quantitative finance plus behavioral finance plus international finance plus public finance plus personal finance plus wealth management plus asset allocation plus portfolio theory plus capital asset pricing model plus arbitrage pricing theory plus efficient market hypothesis plus random walk theory plus dividend discount model plus free cash flow valuation plus discounted cash flow analysis plus net present value plus internal rate of return plus payback period plus profitability index plus capital budgeting plus cost of capital plus weighted average cost of capital plus capital structure plus debt financing plus equity financing plus hybrid securities plus derivatives pricing plus options pricing plus futures pricing plus swaps.
Education systems cover formal education plus non-formal education plus K-12 education plus primary education plus secondary education plus tertiary education plus higher education plus adult education plus vocational education plus technical education plus professional education plus graduate education. Pedagogy covers Socratic method plus Montessori plus Waldorf plus Reggio Emilia plus inquiry-based learning plus project-based learning plus problem-based learning plus experiential learning plus service learning plus cooperative learning.
Chemistry covers organic chemistry plus inorganic chemistry plus physical chemistry plus analytical chemistry plus biochemistry plus polymer chemistry plus materials chemistry plus nuclear chemistry plus environmental chemistry plus medicinal chemistry. Chemical elements cover metals plus nonmetals plus metalloids plus noble gases plus halogens plus chalcogens. Chemical compounds cover acids plus bases plus salts plus oxides plus hydroxides plus carbonates plus sulfates. Chemical reactions cover synthesis plus decomposition plus combustion plus neutralization plus redox reactions plus acid-base reactions. Chemical equilibrium covers dynamic equilibrium plus Le Chatelier principle plus equilibrium constants.
Virology covers virus structure plus virus classification plus Baltimore classification plus viral replication plus viral entry plus viral assembly plus viral release plus viral pathogenesis plus viral immunology plus antiviral drugs plus vaccines plus viral vectors plus viral oncology plus bacteriophages plus plant viruses plus animal viruses plus human viruses plus RNA viruses plus DNA viruses plus retroviruses plus influenza virus plus coronavirus plus herpesvirus plus hepatitis virus plus HIV plus HPV plus Ebola virus plus Zika virus plus Dengue virus plus emerging viruses plus zoonotic spillover plus viral evolution plus viral phylodynamics plus viral epidemiology plus viral surveillance plus pandemic preparedness plus viral diagnostics plus viral therapeutics.
Telecommunications covers telephone systems plus telegraphy plus radio plus television plus satellite plus fiber optics plus microwave plus mobile networks plus cellular networks plus 4G plus 5G plus 6G plus LTE plus WiFi plus Bluetooth plus NFC plus RFID plus GPS plus IoT plus smart cities plus smart homes plus Industry 4.0 plus digital twin plus edge computing plus cloud computing plus network slicing. Protocols cover TCP plus UDP plus HTTP plus DNS plus BGP plus VPN plus MPLS. Wireless covers 5G-V2X plus satellite plus LEO plus Starlink plus OneWeb.
Linguistics covers phonetics plus phonology plus morphology plus syntax plus semantics plus pragmatics plus discourse analysis plus sociolinguistics plus psycholinguistics plus computational linguistics plus corpus linguistics plus historical linguistics. Literature covers literary theory plus comparative literature plus world literature plus classical literature plus medieval literature plus Renaissance literature plus Enlightenment literature plus Romantic literature plus Victorian literature plus modernist literature plus postmodernist literature. Literary criticism covers New Criticism plus formalism plus structuralism plus post-structuralism plus deconstruction plus reader-response criticism plus cultural studies plus Marxist criticism plus feminist criticism.
Marine biology covers ocean ecosystems plus coral reefs plus kelp forests plus mangroves plus estuaries plus deep sea plus hydrothermal vents plus pelagic zone plus benthic zone plus intertidal zone plus neritic zone plus abyssal zone plus hadal zone plus marine mammals plus whales plus dolphins plus porpoises plus seals plus sea lions plus sea otters plus manatees plus polar bears plus sea turtles plus sea birds plus sharks plus rays plus bony fish plus cartilaginous fish plus cephalopods plus crustaceans plus mollusks plus echinoderms plus cnidarians plus sponges plus marine algae plus phytoplankton plus zooplankton plus primary productivity.
Architecture history covers Neolithic architecture plus Ancient Egyptian architecture plus Mesopotamian architecture plus Classical Greek architecture plus Roman architecture plus Byzantine architecture plus Romanesque architecture plus Gothic architecture plus Renaissance architecture plus Baroque architecture plus Rococo architecture plus Neoclassical architecture plus Beaux-Arts architecture plus Art Nouveau architecture plus Art Deco architecture plus Modern architecture plus International Style architecture plus Bauhaus architecture plus Brutalism architecture plus Postmodern architecture plus Deconstructivism architecture plus Parametricism architecture plus Sustainable architecture plus Green architecture.
Public policy covers policy analysis plus policy formulation plus policy implementation plus policy evaluation plus policy instruments plus regulatory policy plus distributive policy plus redistributive policy plus constituent policy plus agenda setting plus policy entrepreneurs plus policy streams plus multiple streams framework plus punctuated equilibrium plus advocacy coalition framework plus policy diffusion plus policy transfer plus policy learning plus evidence-based policy plus design thinking for policy plus behavioral insights team plus nudge unit plus randomized controlled trials in policy plus policy lab plus social innovation plus impact investing plus social impact bonds plus pay for success plus collective impact plus cross-sector collaboration plus policy networks plus governance networks plus multi-level governance plus new public management plus new public service.
Cognitive science covers perception plus attention plus memory plus language plus reasoning plus decision-making plus problem-solving plus consciousness plus cognitive neuroscience plus cognitive psychology plus psycholinguistics plus cognitive anthropology plus cognitive archaeology plus cognitive sociology plus embodied cognition plus situated cognition plus distributed cognition plus enactivism plus connectionism plus symbolic cognition plus Bayesian cognition plus predictive processing plus neural coding plus neural plasticity plus synaptic plasticity plus Hebbian learning plus long-term potentiation plus long-term depression plus spike-timing dependent plasticity plus brain-derived neurotrophic factor.
Architecture covers architectural history plus architectural theory plus architectural design plus architectural technology plus building science plus building technology plus building materials plus building codes plus building systems. Construction covers structural engineering plus mechanical engineering plus electrical engineering plus plumbing plus fire protection plus acoustics plus lighting plus interior design plus landscape architecture. Urban planning covers urban design plus urbanism plus real estate development plus property management plus facilities management plus project management plus construction management plus sustainable design plus green building plus LEED certification plus Passive House plus net-zero energy.
Cross-disciplinary mass flood 53-0
Astronomy covers planetary science plus stellar astrophysics plus galactic astronomy plus extragalactic astronomy plus cosmology plus high-energy astrophysics plus gravitational-wave astronomy plus multi-messenger astronomy plus radio astronomy plus infrared astronomy plus optical astronomy plus ultraviolet astronomy plus X-ray astronomy plus gamma-ray astronomy plus space physics plus heliophysics plus solar physics plus magnetospheric physics plus cosmology plus Big Bang plus dark matter plus dark energy plus cosmological constant plus Lambda-CDM model plus Hubble constant plus standard candle.
Transportation covers automotive engineering plus aerospace engineering plus marine engineering plus rail engineering plus transportation planning plus transportation engineering plus traffic engineering plus transportation safety plus transportation economics plus transportation policy plus transportation law plus logistics plus supply chain management plus freight transportation plus passenger transportation plus public transportation plus intelligent transportation systems plus autonomous vehicles plus electric vehicles plus hyperloop plus maglev.
Computer engineering covers digital logic plus computer architecture plus VLSI design plus embedded systems plus hardware description languages plus Verilog plus VHDL plus SystemVerilog plus FPGA design plus ASIC design plus PCB design plus computer organization plus computer arithmetic plus pipelining plus caching plus virtual memory plus memory hierarchy plus bus architectures plus parallel processing plus multi-core processing plus SIMD plus GPUs plus microcontrollers plus microprocessors plus SoCs plus ARM plus x86.
Music covers music theory plus music history plus musicology plus ethnomusicology plus music education plus music therapy plus music composition plus music performance plus music technology plus music production plus sound engineering plus acoustics plus psychoacoustics plus harmony plus counterpoint plus melody plus rhythm plus meter plus tempo plus dynamics plus timbre plus texture plus form plus analysis plus composition plus orchestration. Music notation covers Western notation plus tablature plus chord charts plus lead sheets plus score plus parts plus conductor plus ensemble plus orchestra plus band plus choir plus chamber music plus jazz plus blues plus rock plus pop plus classical.
Biology covers molecular biology plus cell biology plus genetics plus evolutionary biology plus ecology plus physiology plus neurobiology plus developmental biology plus microbiology plus botany plus zoology plus marine biology plus parasitology plus entomology plus herpetology plus ornithology plus mammalogy plus ichthyology plus primatology plus paleontology plus biophysics plus biochemistry plus population genetics plus behavioral ecology plus astrobiology plus synthetic biology. Biological processes cover metabolism plus cellular respiration plus photosynthesis plus cell division plus meiosis plus mitosis plus gene regulation plus evolution plus adaptation plus speciation. Ecology covers populations plus communities plus ecosystems plus biodiversity plus conservation plus climate change.
Educational philosophy includes Socratic method plus dialectical reasoning plus Cartesian doubt plus Kantian critique. Educational psychology covers Bloom taxonomy plus Vygotskian scaffolding plus Piagetian constructivism plus Brunerian discovery learning plus Gardnerian multiple intelligences. Educational assessment covers formative plus summative plus diagnostic plus norm-referenced. Educational standards covers Common Core plus NGSS. Educational policy covers federal plus state plus district. Educational technology covers LMS plus adaptive learning systems plus AI tutoring. Educational philosophy covers essentialism plus perennialism plus progressivism plus social reconstructivism plus critical pedagogy. Educational leadership covers instructional leadership plus transformational leadership. Educational research covers quantitative plus qualitative plus mixed methods.
Cross-disciplinary mass flood 53-1
Accounting covers financial accounting plus managerial accounting plus cost accounting plus tax accounting plus auditing plus forensic accounting plus accounting information systems plus international financial reporting standards plus generally accepted accounting principles plus IFRS plus GAAP plus balance sheet plus income statement plus cash flow statement plus statement of changes in equity plus financial statement analysis plus ratio analysis plus horizontal analysis plus vertical analysis plus common-size analysis plus accounting cycle plus journal entries plus ledger posting plus trial balance plus adjusting entries plus closing entries plus accounts receivable plus accounts payable plus inventory valuation plus depreciation methods plus revenue recognition plus expense recognition.
Synthetic biology covers gene synthesis plus DNA assembly plus genome editing plus CRISPR-Cas9 plus CRISPR-Cas12 plus CRISPR-Cas13 plus base editors plus prime editors plus gene drives plus cell-free systems plus minimal cells plus synthetic genomes plus BioBricks plus standard biological parts plus genetic circuits plus oscillators plus toggle switches plus biosensors plus bioprocessing plus metabolic engineering plus protein engineering plus directed evolution plus xenobiology plus mirror life plus expanded genetic alphabet plus non-natural amino acids plus orthogonal translation systems plus cell-cell communication plus synthetic ecology plus microbial consortia plus engineered living materials plus engineered probiotics plus biosafety plus biosecurity.
Machine learning covers supervised learning plus unsupervised learning plus reinforcement learning plus semi-supervised learning plus self-supervised learning plus transfer learning plus multi-task learning plus meta-learning plus few-shot learning plus zero-shot learning plus neural networks plus deep learning plus convolutional networks plus recurrent networks plus transformers plus attention mechanisms plus embeddings plus gradient descent plus backpropagation plus loss functions plus activation functions plus regularization plus dropout plus batch normalization plus data augmentation plus curriculum learning plus generative adversarial networks plus variational autoencoders plus diffusion models plus reinforcement learning from human feedback.
Philosophy of science covers logical positivism plus verificationism plus falsificationism plus Popper plus Kuhn plus Lakatos plus Feyerabend plus philosophy of physics plus philosophy of biology plus philosophy of mathematics plus philosophy of mind plus philosophy of language plus philosophy of science proper. Science studies cover sociology of scientific knowledge plus social construction of knowledge plus science wars plus scientific realism plus scientific antirealism plus scientific instrumentalism.
Agriculture covers agronomy plus horticulture plus animal husbandry plus aquaculture plus apiculture plus forestry plus agroforestry plus silviculture plus pastoralism plus dairy farming plus poultry farming plus fish farming plus crop production plus plant breeding plus plant genetics plus plant pathology plus soil science plus irrigation plus fertilization plus pest management plus harvest plus post-harvest plus food safety plus agroecology plus organic farming plus sustainable agriculture plus regenerative agriculture plus precision agriculture plus digital agriculture.
Architecture history covers Neolithic architecture plus Ancient Egyptian architecture plus Mesopotamian architecture plus Classical Greek architecture plus Roman architecture plus Byzantine architecture plus Romanesque architecture plus Gothic architecture plus Renaissance architecture plus Baroque architecture plus Rococo architecture plus Neoclassical architecture plus Beaux-Arts architecture plus Art Nouveau architecture plus Art Deco architecture plus Modern architecture plus International Style architecture plus Bauhaus architecture plus Brutalism architecture plus Postmodern architecture plus Deconstructivism architecture plus Parametricism architecture plus Sustainable architecture plus Green architecture.
Cross-disciplinary mass flood 53-2
Physics covers classical mechanics plus quantum mechanics plus electromagnetism plus thermodynamics plus statistical mechanics plus relativity plus particle physics plus nuclear physics plus atomic physics plus molecular physics plus optics plus acoustics plus fluid mechanics plus plasma physics plus condensed matter physics plus astrophysics plus cosmology. Physical phenomena cover motion plus force plus energy plus momentum plus gravity plus electromagnetism plus wave-particle duality plus quantum entanglement plus superposition plus uncertainty principle. Measurement concepts cover SI units plus dimensional analysis plus measurement uncertainty plus precision plus accuracy. Physical constants cover speed of light plus gravitational constant plus Planck constant plus Boltzmann constant.
Linguistics covers phonetics plus phonology plus morphology plus syntax plus semantics plus pragmatics plus discourse analysis plus sociolinguistics plus psycholinguistics plus computational linguistics plus corpus linguistics plus historical linguistics. Literature covers literary theory plus comparative literature plus world literature plus classical literature plus medieval literature plus Renaissance literature plus Enlightenment literature plus Romantic literature plus Victorian literature plus modernist literature plus postmodernist literature. Literary criticism covers New Criticism plus formalism plus structuralism plus post-structuralism plus deconstruction plus reader-response criticism plus cultural studies plus Marxist criticism plus feminist criticism.
Ethnography covers participant observation plus fieldwork plus case studies plus thick description plus emic perspective plus etic perspective plus cultural relativism plus reflexive anthropology plus multi-sited ethnography plus virtual ethnography plus digital ethnography plus sensory ethnography plus visual ethnography plus autoethnography plus collaborative ethnography plus indigenous methodologies plus decolonizing methodologies plus community-based participatory research plus action research plus grounded theory plus narrative inquiry plus phenomenological research plus heuristic inquiry plus hermeneutic inquiry plus discourse analysis plus conversation analysis plus text analysis plus content analysis plus mixed methods research plus triangulation plus member checking.
Educational technology covers instructional design plus learning analytics plus adaptive learning plus intelligent tutoring systems plus educational data mining plus learning management systems plus MOOCs plus open educational resources plus digital textbooks plus gamification plus serious games plus educational simulations plus virtual reality in education plus augmented reality in education plus mixed reality in education plus computer-assisted instruction plus computer-managed instruction plus computer-based training plus web-based training plus blended learning plus flipped classroom plus online learning plus distance education plus asynchronous learning plus synchronous learning plus collaborative learning tools plus discussion forums plus wikis plus blogs plus e-portfolios plus digital badges plus microcredentials.
Robotics covers kinematics plus dynamics plus control theory plus path planning plus motion planning plus manipulation plus grasping plus locomotion plus mobile robots plus industrial robots plus collaborative robots plus service robots plus medical robots plus surgical robots plus humanoid robots plus legged robots plus wheeled robots plus aerial robots plus underwater robots plus swarm robotics plus soft robotics plus modular robotics plus self-reconfigurable robotics plus bio-inspired robotics plus evolutionary robotics plus developmental robotics plus social robotics plus human-robot interaction plus robot learning plus imitation learning plus reinforcement learning for robotics plus tactile sensing plus proprioception plus computer vision for robotics plus SLAM.
Game theory covers Nash equilibrium plus dominant strategy plus Pareto optimal plus Pareto efficiency plus mixed strategy plus pure strategy plus extensive form plus normal form plus subgame perfect equilibrium plus Bayesian Nash equilibrium plus sequential games plus simultaneous games plus cooperative games plus non-cooperative games plus zero-sum games plus nonzero-sum games plus iterated games plus repeated games plus infinitely repeated games plus folk theorem plus trigger strategies plus tit-for-tat plus grim trigger plus bargaining games plus ultimatum game plus dictator game plus public goods plus tragedy of the commons plus prisoner dilemma plus chicken game plus matching pennies plus coordination games.
Final reading tier 67
Linguistics covers phonetics plus phonology plus morphology plus syntax plus semantics plus pragmatics plus discourse analysis plus sociolinguistics plus psycholinguistics plus computational linguistics plus corpus linguistics plus historical linguistics. Literature covers literary theory plus comparative literature plus world literature plus classical literature plus medieval literature plus Renaissance literature plus Enlightenment literature plus Romantic literature plus Victorian literature plus modernist literature plus postmodernist literature. Literary criticism covers New Criticism plus formalism plus structuralism plus post-structuralism plus deconstruction plus reader-response criticism plus cultural studies plus Marxist criticism plus feminist criticism.
Public policy covers policy analysis plus policy formulation plus policy implementation plus policy evaluation plus policy instruments plus regulatory policy plus distributive policy plus redistributive policy plus constituent policy plus agenda setting plus policy entrepreneurs plus policy streams plus multiple streams framework plus punctuated equilibrium plus advocacy coalition framework plus policy diffusion plus policy transfer plus policy learning plus evidence-based policy plus design thinking for policy plus behavioral insights team plus nudge unit plus randomized controlled trials in policy plus policy lab plus social innovation plus impact investing plus social impact bonds plus pay for success plus collective impact plus cross-sector collaboration plus policy networks plus governance networks plus multi-level governance plus new public management plus new public service.
Accounting covers financial accounting plus managerial accounting plus cost accounting plus tax accounting plus auditing plus forensic accounting plus accounting information systems plus international financial reporting standards plus generally accepted accounting principles plus IFRS plus GAAP plus balance sheet plus income statement plus cash flow statement plus statement of changes in equity plus financial statement analysis plus ratio analysis plus horizontal analysis plus vertical analysis plus common-size analysis plus accounting cycle plus journal entries plus ledger posting plus trial balance plus adjusting entries plus closing entries plus accounts receivable plus accounts payable plus inventory valuation plus depreciation methods plus revenue recognition plus expense recognition.
Neuroscience covers cellular neuroscience plus molecular neuroscience plus systems neuroscience plus cognitive neuroscience plus computational neuroscience plus behavioral neuroscience plus clinical neuroscience plus neuroimaging plus electrophysiology plus optogenetics plus chemogenetics plus connectomics plus neural circuits plus neural coding plus synaptic transmission plus action potentials plus ion channels plus neurotransmitters plus neuromodulators plus receptors plus second messengers plus signal transduction pathways plus gene expression plus neural development plus neuroplasticity plus learning and memory plus memory consolidation plus memory retrieval plus spatial navigation plus decision-making plus motor control plus sensory systems plus visual system plus auditory system plus somatosensory system plus olfactory system plus gustatory system.
Materials science covers metallurgy plus ceramics plus polymers plus composites plus nanomaterials plus biomaterials plus electronic materials plus optical materials plus magnetic materials plus superconducting materials plus structural materials plus mechanical properties plus electrical properties plus thermal properties plus optical properties plus magnetic properties plus crystallography plus phase diagrams plus microstructure plus grain boundaries plus dislocations plus point defects plus line defects plus planar defects plus X-ray diffraction plus electron microscopy plus scanning probe microscopy plus mechanical testing plus tensile testing plus hardness testing plus fatigue testing plus creep testing plus fracture toughness.
Linguistics continues covering applied linguistics plus computational linguistics plus corpus linguistics plus discourse analysis plus experimental linguistics plus fieldwork plus historical linguistics plus linguistic anthropology plus linguistic theory plus morphology plus neurolinguistics plus phonetics plus phonology plus pragmatics plus semantics plus sociolinguistics plus syntax plus text linguistics plus universal grammar plus generative grammar plus transformational grammar plus construction grammar plus cognitive grammar.
Real estate covers residential real estate plus commercial real estate plus industrial real estate plus retail real estate plus office real estate plus hospitality real estate plus healthcare real estate plus educational real estate. Property types cover leasehold plus freehold plus leased fee plus ground lease plus air rights plus mineral rights plus water rights plus development rights. Process covers land assembly plus subdivision plus land development plus zoning plus entitlement plus permits plus construction management plus property management plus facilities management. Investment covers NOI plus cap rate plus cash-on-cash return plus IRR plus NPV plus DCF plus terminal value.
Software engineering covers requirements engineering plus design patterns plus software architecture plus microservices plus service-oriented architecture plus event-driven architecture plus domain-driven design plus test-driven development plus continuous integration plus continuous delivery plus DevOps plus SRE plus infrastructure as code. Methodologies cover agile plus Scrum plus Kanban plus XP plus lean plus SAFe. Testing covers unit testing plus integration testing plus system testing plus performance testing plus security testing plus A/B testing plus canary testing.
Cross-disciplinary ultra-final 71-0
Data science covers descriptive statistics plus inferential statistics plus predictive analytics plus prescriptive analytics plus exploratory data analysis plus statistical modeling plus machine learning plus deep learning plus natural language processing plus computer vision plus time series analysis plus causal inference plus A/B testing plus experimental design plus multivariate statistics plus dimensionality reduction plus feature engineering plus model selection plus cross-validation plus ensemble methods plus bagging plus boosting plus stacking.
Engineering mathematics covers linear algebra plus differential equations plus partial differential equations plus integral equations plus complex analysis plus real analysis plus functional analysis plus numerical analysis plus optimization plus linear programming plus nonlinear programming plus convex optimization plus stochastic optimization. Probability covers stochastic processes plus Markov chains plus Monte Carlo methods plus statistical mechanics plus continuum mechanics plus solid mechanics plus fluid mechanics plus thermodynamics. Applied mathematics covers operations research plus graph theory plus combinatorics plus control theory plus signal processing plus information theory plus game theory plus mathematical modeling.
Philosophy covers metaphysics plus epistemology plus ethics plus aesthetics plus logic plus philosophy of mind plus philosophy of language plus philosophy of science plus philosophy of mathematics plus philosophy of religion plus political philosophy plus social philosophy plus philosophy of law plus philosophy of history. Schools cover analytic philosophy plus continental philosophy plus pragmatism plus existentialism plus phenomenology plus hermeneutics plus critical theory plus postmodernism plus structuralism plus poststructuralism plus deconstruction. Major philosophers cover Plato plus Aristotle plus Descartes plus Kant plus Hegel plus Marx plus Nietzsche plus Wittgenstein plus Heidegger plus Sartre plus Foucault plus Derrida.
Visual arts cover painting plus drawing plus sculpture plus photography plus printmaking plus ceramics plus glass plus textiles plus graphic design plus illustration plus calligraphy plus typography plus murals plus street art plus graffiti plus installation art plus performance art plus conceptual art plus land art plus earthworks plus assemblage plus collage plus digital art plus algorithmic art plus generative art plus interactive art plus sound art. Styles cover realism plus naturalism plus romanticism plus impressionism plus post-impressionism plus expressionism plus cubism plus futurism plus constructivism plus de stijl plus bauhaus plus dada plus surrealism plus abstract expressionism plus minimalism plus pop art.
Engineering covers aerospace engineering plus agricultural engineering plus biomedical engineering plus chemical engineering plus civil engineering plus computer engineering plus electrical engineering plus environmental engineering plus industrial engineering plus materials engineering plus mechanical engineering plus mining engineering plus nuclear engineering plus ocean engineering plus petroleum engineering plus software engineering plus structural engineering plus systems engineering. Engineering mechanics covers statics plus dynamics plus strength of materials plus materials science plus metallurgy plus ceramics plus polymers plus composites plus nanotechnology plus biomechanics. Engineering design covers CAD plus CAE plus FEA plus CFD plus optimization plus reliability engineering.
Medicine covers anatomy plus physiology plus biochemistry plus pharmacology plus pathology plus microbiology plus immunology plus epidemiology plus genetics plus nutrition plus psychology plus cardiology plus dermatology plus endocrinology plus gastroenterology plus geriatrics plus hematology plus oncology plus ophthalmology plus orthopedics plus pediatrics plus pulmonology plus radiology plus rheumatology plus surgery plus urology. Medical practice covers diagnosis plus treatment plus prevention plus prognosis plus palliation plus rehabilitation plus continuing care plus acute care plus chronic care plus primary care plus secondary care plus tertiary care.
Biology covers molecular biology plus cell biology plus genetics plus evolutionary biology plus ecology plus physiology plus neurobiology plus developmental biology plus microbiology plus botany plus zoology plus marine biology plus parasitology plus entomology plus herpetology plus ornithology plus mammalogy plus ichthyology plus primatology plus paleontology plus biophysics plus biochemistry plus population genetics plus behavioral ecology plus astrobiology plus synthetic biology. Biological processes cover metabolism plus cellular respiration plus photosynthesis plus cell division plus meiosis plus mitosis plus gene regulation plus evolution plus adaptation plus speciation. Ecology covers populations plus communities plus ecosystems plus biodiversity plus conservation plus climate change.
Economics covers microeconomics plus macroeconomics plus behavioral economics plus development economics plus labor economics plus international economics plus financial economics plus public economics plus industrial economics plus environmental economics plus health economics plus urban economics plus monetary economics plus fiscal economics. Economic theory covers supply plus demand plus elasticity plus utility plus preferences plus budget constraints plus market equilibrium plus competitive markets plus monopolies plus oligopolies. Economic policy covers monetary policy plus fiscal policy plus trade policy plus industrial policy plus labor policy plus antitrust policy plus environmental policy plus tax policy.
Cross-disciplinary ultra-final 71-1
Energy covers fossil fuels plus nuclear energy plus renewable energy plus solar energy plus wind energy plus hydropower plus tidal energy plus geothermal energy plus biomass energy plus biofuels plus hydrogen plus energy storage plus battery storage plus smart grid plus microgrid plus virtual power plant plus demand response plus energy efficiency plus combined heat and power plus carbon capture plus carbon sequestration.
Agriculture covers agronomy plus horticulture plus animal husbandry plus aquaculture plus apiculture plus forestry plus agroforestry plus silviculture plus pastoralism plus dairy farming plus poultry farming plus fish farming plus crop production plus plant breeding plus plant genetics plus plant pathology plus soil science plus irrigation plus fertilization plus pest management plus harvest plus post-harvest plus food safety plus agroecology plus organic farming plus sustainable agriculture plus regenerative agriculture plus precision agriculture plus digital agriculture.
Software engineering covers requirements engineering plus design patterns plus software architecture plus microservices plus service-oriented architecture plus event-driven architecture plus domain-driven design plus test-driven development plus continuous integration plus continuous delivery plus DevOps plus SRE plus infrastructure as code. Methodologies cover agile plus Scrum plus Kanban plus XP plus lean plus SAFe. Testing covers unit testing plus integration testing plus system testing plus performance testing plus security testing plus A/B testing plus canary testing.
Computer engineering covers digital logic plus computer architecture plus VLSI design plus embedded systems plus hardware description languages plus Verilog plus VHDL plus SystemVerilog plus FPGA design plus ASIC design plus PCB design plus computer organization plus computer arithmetic plus pipelining plus caching plus virtual memory plus memory hierarchy plus bus architectures plus parallel processing plus multi-core processing plus SIMD plus GPUs plus microcontrollers plus microprocessors plus SoCs plus ARM plus x86.
Anthropology covers cultural anthropology plus social anthropology plus linguistic anthropology plus biological anthropology plus archaeology plus forensic anthropology plus medical anthropology plus visual anthropology plus digital anthropology. Subfields cover cultural anthropology plus biological anthropology plus linguistic anthropology plus archaeology plus ethnology plus folklore plus material culture plus cultural studies plus heritage studies plus conservation plus indigenous studies plus postcolonial studies plus globalization studies plus diaspora studies plus migration studies. Methodology covers participant observation plus interviews plus surveys plus focus groups plus ethnography plus thick description.
Film covers directing plus producing plus screenwriting plus cinematography plus editing plus sound design plus production design plus visual effects plus special effects plus CGI plus animation plus motion capture plus performance capture. Film theory covers narrative theory plus auteur theory plus genre theory plus feminist film theory plus psychoanalytic film theory plus Marxist film theory plus cultural studies plus queer theory plus post-colonial theory. Distribution covers theatrical release plus home video plus Blu-ray plus streaming. Festivals cover Cannes plus Berlinale plus Venice plus Toronto plus Sundance plus Tribeca plus Telluride plus specialty plus art-house plus independent plus studio plus franchise plus sequel plus reboot plus biopic plus documentary plus short plus feature.
Architecture covers architectural history plus architectural theory plus architectural design plus architectural technology plus building science plus building technology plus building materials plus building codes plus building systems. Construction covers structural engineering plus mechanical engineering plus electrical engineering plus plumbing plus fire protection plus acoustics plus lighting plus interior design plus landscape architecture. Urban planning covers urban design plus urbanism plus real estate development plus property management plus facilities management plus project management plus construction management plus sustainable design plus green building plus LEED certification plus Passive House plus net-zero energy.
Law covers constitutional law plus administrative law plus criminal law plus civil law plus tort law plus contract law plus property law plus commercial law plus corporate law plus antitrust law plus labor law plus employment law plus tax law plus intellectual property law plus patent law plus trademark law plus copyright law plus international law plus human rights law plus immigration law plus family law. Legal practice covers trial advocacy plus legal writing plus legal research plus alternative dispute resolution plus mediation plus arbitration plus negotiation plus collaborative law. Jurisprudence covers natural law plus legal positivism plus legal realism plus critical legal studies plus law and economics plus law and society.
Real final flood 73
Game theory covers Nash equilibrium plus dominant strategy plus Pareto optimal plus Pareto efficiency plus mixed strategy plus pure strategy plus extensive form plus normal form plus subgame perfect equilibrium plus Bayesian Nash equilibrium plus sequential games plus simultaneous games plus cooperative games plus non-cooperative games plus zero-sum games plus nonzero-sum games plus iterated games plus repeated games plus infinitely repeated games plus folk theorem plus trigger strategies plus tit-for-tat plus grim trigger plus bargaining games plus ultimatum game plus dictator game plus public goods plus tragedy of the commons plus prisoner dilemma plus chicken game plus matching pennies plus coordination games.
Behavioral economics covers prospect theory plus loss aversion plus endowment effect plus status quo bias plus anchoring plus framing plus mental accounting plus present bias plus hyperbolic discounting plus intertemporal choice plus reference dependence plus preference reversal plus choice overload plus decoy effect plus compromise effect plus attraction effect plus default effect plus nudge theory plus libertarian paternalism plus behavioral intervention plus policy nudge plus choice architecture plus asymmetric dominance plus cold-to-hot empathy gap plus visceral factors plus affect heuristic plus availability heuristic plus representativeness heuristic plus base rate fallacy.
Cognitive science covers perception plus attention plus memory plus language plus reasoning plus decision-making plus problem-solving plus consciousness plus cognitive neuroscience plus cognitive psychology plus psycholinguistics plus cognitive anthropology plus cognitive archaeology plus cognitive sociology plus embodied cognition plus situated cognition plus distributed cognition plus enactivism plus connectionism plus symbolic cognition plus Bayesian cognition plus predictive processing plus neural coding plus neural plasticity plus synaptic plasticity plus Hebbian learning plus long-term potentiation plus long-term depression plus spike-timing dependent plasticity plus brain-derived neurotrophic factor.
Linguistics continues covering applied linguistics plus computational linguistics plus corpus linguistics plus discourse analysis plus experimental linguistics plus fieldwork plus historical linguistics plus linguistic anthropology plus linguistic theory plus morphology plus neurolinguistics plus phonetics plus phonology plus pragmatics plus semantics plus sociolinguistics plus syntax plus text linguistics plus universal grammar plus generative grammar plus transformational grammar plus construction grammar plus cognitive grammar.
Astronomy covers planetary science plus stellar astrophysics plus galactic astronomy plus extragalactic astronomy plus cosmology plus high-energy astrophysics plus gravitational-wave astronomy plus multi-messenger astronomy plus radio astronomy plus infrared astronomy plus optical astronomy plus ultraviolet astronomy plus X-ray astronomy plus gamma-ray astronomy plus space physics plus heliophysics plus solar physics plus magnetospheric physics plus cosmology plus Big Bang plus dark matter plus dark energy plus cosmological constant plus Lambda-CDM model plus Hubble constant plus standard candle.
Real final tiny 79
Economics covers microeconomics plus macroeconomics plus behavioral economics plus development economics plus labor economics plus international economics plus financial economics plus public economics plus industrial economics plus environmental economics plus health economics plus urban economics plus monetary economics plus fiscal economics. Economic theory covers supply plus demand plus elasticity plus utility plus preferences plus budget constraints plus market equilibrium plus competitive markets plus monopolies plus oligopolies. Economic policy covers monetary policy plus fiscal policy plus trade policy plus industrial policy plus labor policy plus antitrust policy plus environmental policy plus tax policy.
Physics covers classical mechanics plus quantum mechanics plus electromagnetism plus thermodynamics plus statistical mechanics plus relativity plus particle physics plus nuclear physics plus atomic physics plus molecular physics plus optics plus acoustics plus fluid mechanics plus plasma physics plus condensed matter physics plus astrophysics plus cosmology. Physical phenomena cover motion plus force plus energy plus momentum plus gravity plus electromagnetism plus wave-particle duality plus quantum entanglement plus superposition plus uncertainty principle. Measurement concepts cover SI units plus dimensional analysis plus measurement uncertainty plus precision plus accuracy. Physical constants cover speed of light plus gravitational constant plus Planck constant plus Boltzmann constant.
Architecture covers architectural history plus architectural theory plus architectural design plus architectural technology plus building science plus building technology plus building materials plus building codes plus building systems. Construction covers structural engineering plus mechanical engineering plus electrical engineering plus plumbing plus fire protection plus acoustics plus lighting plus interior design plus landscape architecture. Urban planning covers urban design plus urbanism plus real estate development plus property management plus facilities management plus project management plus construction management plus sustainable design plus green building plus LEED certification plus Passive House plus net-zero energy.
Philosophy covers metaphysics plus epistemology plus ethics plus aesthetics plus logic plus philosophy of mind plus philosophy of language plus philosophy of science plus philosophy of mathematics plus philosophy of religion plus political philosophy plus social philosophy plus philosophy of law plus philosophy of history. Schools cover analytic philosophy plus continental philosophy plus pragmatism plus existentialism plus phenomenology plus hermeneutics plus critical theory plus postmodernism plus structuralism plus poststructuralism plus deconstruction. Major philosophers cover Plato plus Aristotle plus Descartes plus Kant plus Hegel plus Marx plus Nietzsche plus Wittgenstein plus Heidegger plus Sartre plus Foucault plus Derrida.