World-leading national laboratories, elite university institutes, and private industrial research groups ranked by scientific velocity and citation yield.
| Rank | Discovery / Scientific Entity | Domain | NASA TRL | SMS Score | 30D Delta | Key Institutions | Replication | Lifecycle | Action |
|---|---|---|---|---|---|---|---|---|---|
#1+4 | AlphaFold 3 Biomolecular Structure Engine Dr. Demis Hassabis, Dr. John Jumper•10.1038/s41586-024-07487-w | AI for Science | TRL 8 | 983.3 | +59.9% | DeepMind, Isomorphic Labs | 96/100 | ⭐ COMMERCIAL SPINOUT | |
#2— | ESM-3 98B Generative Biology Foundation Model Dr. Alexander Rives, Dr. Tom Sercu•arXiv:2406.20092 | AI for Science | TRL 7 | 979.0 | +34.3% | EvolutionaryScale | 97/100 | 🔬 TRL 4-6 | |
#3+3 | GNoME Materials Discovery Graph Network Dr. Amil Merchant, Dr. Ekin Dogus Cubuk•10.1038/s41586-023-06735-9 | AI for Science | TRL 7 | 972.5 | +61.6% | Google DeepMind | 94/100 | 📈 SCALING | |
#4-1 | RFdiffusion De Novo Protein Generator Dr. David Baker, Dr. Joseph Watson•10.1038/s41586-023-06415-8 | AI for Science | TRL 7 | 965.8 | +33.5% | Institute for Protein Design (UW) | 95/100 | 🔬 TRL 4-6 | |
#5+4 | GraphCast Global 10-Day AI Weather Forecaster Dr. Remi Lam, Dr. Ferran Alet•10.1126/science.adi2336 | AI for Science | TRL 8 | 960.6 | +22.2% | Google DeepMind, ECMWF | 97/100 | 📈 SCALING | |
#6-3 | DeepPotential Molecular Dynamics (DP-MD) Dr. Weinan E, Dr. Linfeng Zhang•arXiv:2308.12001 | AI for Science | TRL 9 | 955.5 | +44.3% | AI for Science Institute (AISI) | 95/100 | 📈 SCALING | |
#7— | AlphaGeometry Automated Olympiad Geometry Solver Dr. Trieu Trinh, Dr. Thang Luong•10.1038/s41586-023-06747-5 | AI for Science | TRL 6 | 950.6 | +30.7% | Google DeepMind | 95/100 | ⭐ COMMERCIAL SPINOUT | |
#8-3 | BioNeMo Generative Drug Discovery Supercomputing Dr. Kimberly Powell, Dr. Rory Kelleher•10.1109/MCSE.2024.33 | AI for Science | TRL 8 | 942.3 | +33.6% | NVIDIA, Genentech | 94/100 | ⭐ COMMERCIAL SPINOUT | |
#9-3 | Orbital-Net Physics-Informed Spacecraft Autonomy Dr. Soon-Jo Chung, Dr. Richard Murray•10.2514/1.G007123 | AI for Science | TRL 6 | 938.5 | +9.0% | Caltech JPL, MIT AeroAstro | 94/100 | ⭐ COMMERCIAL SPINOUT | |
#10+2 | OpenFold Open-Source Trainable AlphaFold2 Dr. Mohammed AlQuraishi, Dr. Gustaf Ahdritz•10.1038/s41592-024-02206-8 | AI for Science | TRL 8 | 930.5 | +56.4% | Columbia University, Prescient Design | 94/100 | ⭐ COMMERCIAL SPINOUT | |
#11— | Aquila 256-Neutral-Atom Quantum Processor Dr. Mikhail Lukin, Dr. Vladan Vuletic•10.1038/s41586-023-06927-3 | Quantum Computing | TRL 8 | 927.3 | +44.4% | QuEra Computing, Harvard | 97/100 | ⭐ COMMERCIAL SPINOUT | |
#12-1 | Condor 1,121-Qubit Superconducting Quantum Chip Dr. Jay Gambetta, Dr. Jerry Chow•10.1103/PhysRevX.14.011005 | Quantum Computing | TRL 8 | 921.3 | +45.0% | IBM Quantum | 95/100 | ⭐ COMMERCIAL SPINOUT | |
#13— | Sycamore Topological Surface Code Architecture Dr. Hartmut Neven, Dr. Julian Kelly•10.1038/s41586-022-05434-1 | Quantum Computing | TRL 6 | 914.1 | +21.9% | Google Quantum AI | 96/100 | ⭐ COMMERCIAL SPINOUT | |
#14+3 | Photonic Fault-Tolerant Silicon Qubit Architecture Dr. Jeremy O'Brien, Dr. Terry Rudolph•10.1126/science.adg8761 | Quantum Computing | TRL 6 | 910.0 | +19.2% | PsiQuantum, SLAC | 97/100 | ⭐ COMMERCIAL SPINOUT | |
#15-1 | Trapped-Ion H2-1 Quantum Computer (56 Qubits) Dr. Ilyas Khan, Dr. Charlie Baldwin•arXiv:2406.02501 | Quantum Computing | TRL 8 | 904.4 | +55.3% | Quantinuum | 95/100 | ⭐ COMMERCIAL SPINOUT | |
#16+2 | Majorana Zero-Mode Topological Qubit Core Dr. Chetan Nayak, Dr. Leo Kouwenhoven•10.1103/PhysRevB.107.245423 | Quantum Computing | TRL 4 | 897.7 | +42.5% | Microsoft Quantum, Delft | 97/100 | 🔬 TRL 4-6 | |
#17+3 | Silicon Spin Qubit Bilayer Heterostructure Dr. Michelle Simmons, Dr. Andrea Morello•10.1038/s41565-023-01452-9 | Quantum Computing | TRL 5 | 892.9 | +10.0% | UNSW Sydney, Silicon Quantum Computing | 96/100 | ⚡ LAB PROOF | |
#18— | Diamond NV-Center Quantum Repeater Network Dr. Ronald Hanson, Dr. Marko Loncar•10.1038/s41586-021-03505-3 | Quantum Computing | TRL 6 | 885.8 | +52.7% | Delft QuTech, Harvard | 93/100 | 🔬 TRL 4-6 | |
#19-1 | Superconducting Fluxonium Qubit Circuitry Dr. Andrew Houck, Dr. Michel Devoret•10.1103/PRXQuantum.4.040301 | Quantum Computing | TRL 4 | 879.1 | +52.7% | Princeton University, Yale | 94/100 | ⚡ LAB PROOF | |
#20-1 | Cryogenic CMOS Quantum Controller ASIC (Horse Ridge II) Dr. Rich Uhlig, Dr. Stefano Pellerano•10.1109/JSSC.2023.3289012 | Quantum Computing | TRL 8 | 873.2 | +31.9% | Intel Labs, TU Delft | 92/100 | ⭐ COMMERCIAL SPINOUT | |
#21+1 | CRISPR-Cas12a & Cas13 RNA/DNA Epigenome Modulator Dr. Feng Zhang, Dr. Omar Abudayyeh•10.1126/science.aba9381 | Synthetic Biology & Genomics | TRL 5 | 868.9 | +7.3% | Broad Institute of MIT, Harvard | 92/100 | ⭐ COMMERCIAL SPINOUT | |
#22+3 | Prime Editing 3b Non-Viral Genomic Correction Dr. David Liu, Dr. Andrew Anzalone•10.1038/s41587-023-01928-y | Synthetic Biology & Genomics | TRL 6 | 861.0 | +7.4% | Harvard University, Broad Institute | 96/100 | ⭐ COMMERCIAL SPINOUT | |
#23— | Synthetic Yeast Genome Sc2.0 (16-Chromosome) Dr. Jef Boeke, Dr. Patrick Cai•10.1016/j.cell.2023.10.015 | Synthetic Biology & Genomics | TRL 4 | 857.0 | +16.7% | Sc2.0 International Consortium, NYU | 91/100 | 🔬 TRL 4-6 | |
#24— | Cell-Free Continuous Biomanufacturing Reactor Dr. Michael Jewett, Dr. Jason Kelly•10.1038/s41467-023-41289-w | Synthetic Biology & Genomics | TRL 5 | 850.7 | +12.3% | Northwestern University, Ginkgo Bioworks | 93/100 | ⚡ LAB PROOF | |
#25— | Bacteriophage Generative Engineering Platform Dr. Stanley Qi, Dr. Xavier Duportet•10.1038/s41587-024-02189-1 | Synthetic Biology & Genomics | TRL 6 | 843.6 | +39.7% | Stanford, Eligo Bioscience | 93/100 | ⚡ LAB PROOF | |
#26-1 | mRNA-LNP Multivalent Universal Influenza & Corona Vaccine Dr. Drew Weissman, Dr. Katalin Karikó•10.1126/science.abm0271 | Synthetic Biology & Genomics | TRL 8 | 838.8 | +24.7% | Penn Medicine | 93/100 | ⭐ COMMERCIAL SPINOUT | |
#27+3 | Engineered Nitrogen-Fixing Endophytic Microbes Dr. Christopher Voigt, Dr. Karsten Temme•10.1073/pnas.2309182120 | Synthetic Biology & Genomics | TRL 8 | 832.5 | +12.8% | MIT, Pivot Bio | 96/100 | ⭐ COMMERCIAL SPINOUT | |
#28-1 | Epigenetic Age Reversal OSK Reprogramming Vector Dr. David Sinclair, Dr. Lu Wang•10.1038/s41586-020-2975-4 | Synthetic Biology & Genomics | TRL 4 | 828.5 | +32.9% | Harvard Medical School | 93/100 | ⚡ LAB PROOF | |
#29— | Universal Off-The-Shelf Allogeneic CAR-T Platform Dr. Waseem Qasim, Dr. Rachel Haurwitz•10.1038/s41591-023-02501-x | Synthetic Biology & Genomics | TRL 6 | 820.7 | +12.0% | UCL, Caribou Biosciences | 91/100 | 🔬 TRL 4-6 | |
#30+2 | Enzymatic Carbon Fixation Cycle (CETCH 2.0) Dr. Tobias Erb, Dr. Nicole Paczia•10.1126/science.aah5237 | Synthetic Biology & Genomics | TRL 5 | 816.1 | +17.5% | Max Planck Institute for Terrestrial Microbiology | 93/100 | ⚡ LAB PROOF | |
#31+3 | James Webb Space Telescope Mid-Infrared Spectrograph (MIRI) Dr. Jane Rigby, Dr. John Mather•10.1086/675808 | Astrophysics & Space | TRL 8 | 809.7 | +11.9% | NASA / ESA / CSA, STScI | 94/100 | ⭐ COMMERCIAL SPINOUT | |
#32-2 | Square Kilometre Array (SKA) Low-Frequency Aperture Array Dr. Philip Diamond, Dr. Sarah Pearce•10.1007/s10686-022-09871-3 | Astrophysics & Space | TRL 7 | 803.7 | +10.8% | SKA Observatory, CSIRO | 95/100 | ⚡ LAB PROOF | |
#33— | Extremely Large Telescope (ELT) 39-Meter Segmented Mirror Dr. Xavier Barcons, Dr. Roberto Tamai•10.1117/1.JATIS.7.2.021503 | Astrophysics & Space | TRL 7 | 798.6 | +28.8% | European Southern Observatory (ESO) | 94/100 | 🔬 TRL 4-6 | |
#34-2 | LIGO-Virgo-KAGRA Quantum-Squeezed Gravitational Wave Detector Dr. David Reitze, Dr. Rana Adhikari•10.1103/PhysRevX.13.041021 | Astrophysics & Space | TRL 8 | 794.0 | +45.7% | LIGO Scientific Collaboration, MIT | 94/100 | 🔬 TRL 4-6 | |
#35+4 | Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST) Dr. Zeljko Ivezic, Dr. Steve Kahn•10.3847/1538-4357/ab042c | Astrophysics & Space | TRL 6 | 787.2 | +22.0% | SLAC, NOIRLab | 92/100 | 🔬 TRL 4-6 | |
#36+2 | Deep Underground Neutrino Experiment (DUNE) LArTPC Dr. Lia Merminga, Dr. Mary Bishai•10.1140/epjc/s10052-020-7972-0 | Astrophysics & Space | TRL 6 | 779.8 | +31.8% | Fermilab, CERN | 90/100 | ⭐ COMMERCIAL SPINOUT | |
#37+3 | Laser Interferometer Space Antenna (LISA Gravitational Wave Core) Dr. Karsten Danzmann, Dr. Ira Thorpe•10.1038/s41550-023-02012-7 | Astrophysics & Space | TRL 6 | 775.7 | +41.4% | ESA, NASA | 95/100 | ⭐ COMMERCIAL SPINOUT | |
#38— | Nancy Grace Roman Space Telescope Coronagraph Instrument Dr. Julie McEnery, Dr. John Grunsfeld•10.1117/12.2562912 | Astrophysics & Space | TRL 5 | 768.2 | +8.3% | NASA Goddard, JPL | 90/100 | ⭐ COMMERCIAL SPINOUT | |
#39+3 | Europa Clipper Ice-Penetrating Radar (REASON) Dr. Robert Pappalardo, Dr. Donald Blankenship•10.1007/s11214-024-01048-2 | Astrophysics & Space | TRL 7 | 765.3 | +28.5% | NASA JPL, APL | 93/100 | ⭐ COMMERCIAL SPINOUT | |
#40— | Cherenkov Telescope Array (CTA) Ultra-High-Energy Gamma Array Dr. Federico Ferrini, Dr. Werner Hofmann•10.1016/j.astropartphys.2023.102890 | Astrophysics & Space | TRL 7 | 759.5 | +35.2% | CTA Consortium, MPIK | 93/100 | 🔬 TRL 4-6 | |
#41-1 | Room-Temperature Ambient Superconductor Candidate Search (LK-Engine) Dr. Mikhail Eremets, Dr. Anand Bhattacharya•10.1038/s41586-023-06673-4 | Advanced Materials & Nanotech | TRL 5 | 752.1 | +11.3% | Max Planck Institute for Solid State Research, Argonne | 90/100 | 🔬 TRL 4-6 | |
#42+1 | Magic-Angle Twisted Bilayer Graphene Correlated Superlattices Dr. Pablo Jarillo-Herrero, Dr. Philip Kim•10.1038/nature26160 | Advanced Materials & Nanotech | TRL 6 | 746.0 | +10.6% | MIT, Harvard | 90/100 | 🔬 TRL 4-6 | |
#43+4 | Synthetic Diamond Wafer Semiconductor Substrates (100mm) Dr. Martin Kuball, Dr. Christoph Nebel•10.1002/pssa.202300451 | Advanced Materials & Nanotech | TRL 7 | 741.1 | +12.4% | Diamond Foundry, Fraunhofer IAF | 89/100 | 🔬 TRL 4-6 | |
#44-2 | Direct Air Capture Metal-Organic Frameworks (CALF-20) Dr. George Shimizu, Dr. Brett Carter•10.1126/science.abi7281 | Advanced Materials & Nanotech | TRL 8 | 735.2 | +19.0% | University of Calgary, Svante | 91/100 | ⭐ COMMERCIAL SPINOUT | |
#45— | Self-Healing Vascular Polymeric Structural Composites Dr. Nancy Sottos, Dr. Jeffrey Moore•10.1038/s41563-023-01602-x | Advanced Materials & Nanotech | TRL 5 | 728.8 | +30.7% | UIUC, Autonomous Materials Systems | 91/100 | ⚡ LAB PROOF | |
#46-2 | MXene 2D Transition Metal Carbide Pseudocapacitive Electrodes Dr. Yury Gogotsi, Dr. Michael Naguib•10.1038/s41578-022-00465-1 | Advanced Materials & Nanotech | TRL 6 | 722.7 | +40.1% | Drexel University | 93/100 | 🔬 TRL 4-6 | |
#47+1 | Metamaterial Acoustic / Optical Cloaking Hyperlens Dr. Xiang Zhang, Dr. Sir John Pendry•10.1126/science.1147231 | Advanced Materials & Nanotech | TRL 5 | 718.5 | +37.0% | UC Berkeley, Oxford | 94/100 | 🔬 TRL 4-6 | |
#48— | Aerogel Thermal Barrier (Silica-Polyimide Nanofoam) Dr. Mary Ann Meador, Dr. Stephanie Vivod•10.1021/acsami.2c19012 | Advanced Materials & Nanotech | TRL 8 | 711.7 | +25.6% | NASA Glenn, Blueshift Materials | 93/100 | ⭐ COMMERCIAL SPINOUT | |
#49-1 | Single-Atom Catalysts (SAC) for Carbon-to-Ethylene Reduction Dr. Yadong Li, Dr. Matteo Cargnello•10.1038/s41570-023-00492-3 | Advanced Materials & Nanotech | TRL 6 | 705.2 | +9.8% | Tsinghua University, Stanford | 93/100 | ⚡ LAB PROOF | |
#50— | Carbon Nanotube Field-Effect Transistor (RV16X-NANO) Dr. Max Shulaker, Dr. Gage Hills•10.1038/s41586-019-1493-0 | Advanced Materials & Nanotech | TRL 5 | 700.0 | +19.5% | MIT, Analog Devices | 93/100 | ⭐ COMMERCIAL SPINOUT |
Ranks #1–#50 are freely accessible. Institutional and Pro members gain unrestricted access to full 100-rank indices, live DOI raw feeds, and sub-second WebSocket telemetry.