NOVEL

DeepMind's AlphaTensor, AlphaDev, and FunSearch are among 20 AI systems for scientific discovery catalogued with their publications and code repositories. The list includes projects like AI Feynman for symbolic regression, GNoME for materials discovery, and Protein Hallucination for protein design, each linked to a DOI and GitHub where available.

Here’s a list with the model/project name, a DOI or stable arXiv identifier , and the GitHub repository where available. - AlphaTensor - 10.1038/s41586-022-05172-4 - https://github.com/deepmind/alphatensor https://github.com/deepmind/alphatensor - AlphaDev - 10.1038/s41586-023-06004-9 - https://github.com/google-deepmind/alphadev https://github.com/google-deepmind/alphadev - AlphaEvolve - 10.48550/arXiv.2409.09756 - N/A - AlgoPilot - 10.48550/arXiv.2410.18944 - N/A - FunSearch - 10.1038/s41586-023-06924-6 - https://github.com/google-deepmind/funsearch https://github.com/google-deepmind/funsearch - Latent Program Network LPN - 10.48550/arXiv.2306.05278 - https://github.com/ziyu-chen/lpn https://github.com/ziyu-chen/lpn - Neural Logic Induction Gradient-Based Program Synthesis - 10.48550/arXiv.2109.04870 - https://github.com/nju-websoft/NLI https://github.com/nju-websoft/NLI - AI Feynman - 10.1126/sciadv.aay2631 - https://github.com/SJ001/AI-Feynman https://github.com/SJ001/AI-Feynman - AI-Newton - 10.48550/arXiv.2304.14522 - N/A - Deep Symbolic Regression DSR - 10.48550/arXiv.1912.04871 - https://github.com/brendenpetersen/deep-symbolic-regression https://github.com/brendenpetersen/deep-symbolic-regression - Φ-SO Physical Symbolic Optimization - 10.48550/arXiv.2306.15429 - https://github.com/WassimTenachi/Phi-SO https://github.com/WassimTenachi/Phi-SO - MOOD Molecular Out-Of-distribution Diffusion - 10.48550/arXiv.2305.11412 - https://github.com/yangqy1110/MOOD https://github.com/yangqy1110/MOOD - Protein Hallucination - 10.1126/science.abf3573 - https://github.com/sokrypton/trRosetta2 https://github.com/sokrypton/trRosetta2 - NEAT - 10.1162/106365602320169811 - https://github.com/CodeReclaimers/neat-python https://github.com/CodeReclaimers/neat-python - Novelty Search - 10.1145/2001576.2001608 - N/A - POET - 10.1145/3321707.3321799 - https://github.com/uber-research/poet https://github.com/uber-research/poet - OMNI - 10.48550/arXiv.2306.01711 - N/A - Knot Theory Discovery - 10.1038/s41586-021-04086-x - https://github.com/deepmind/deepmind-research/tree/master/knot theory https://github.com/deepmind/deepmind-research/tree/master/knot theory - Finite Simple Groups Theorem Representation Theory - 10.1038/s41586-021-04086-x - https://github.com/deepmind/deepmind-research/tree/master/representation theory https://github.com/deepmind/deepmind-research/tree/master/representation theory - Hadwiger-Nelson Problem Solver - N/A - N/A - LEMMANAID - 10.1007/978-3-031-10769-6 26 - N/A - GNoME - 10.1038/s41586-023-06735-9 - https://github.com/google-deepmind/materials discovery https://github.com/google-deepmind/materials discovery - Dusty Plasma Force Law Discovery - 10.1063/5.0054114 - N/A Let me know if you want me to track down any specific official implementation or fill in a missing field.