Science & medicine

Science & medicine

• biology & protein (30)
• earth, energy & environment (28)
• general (4)
• materials & chemistry (24)
• mathematics (20)
• medicine & health (36)
• physics & simulation (69)
• weather & climate (24)

235 resources · page 4 of 8

• 人工智能医疗器械注册审查指导原则 (CMDE 2022年第8号)

  by CIRS Group (瑞旭集团)

  CIRS page on NMPA/CMDE registration review guideline for AI medical devices (2022 No. 8).

  entity standard-policy China zh

• nnU-Net

  by MIC-DKFZ

  nnU-Net GitHub repo (DKFZ): self-configuring semantic segmentation framework for medical images.

  entity repo Germany en

• Open Climate Fix

  by Open Climate Fix

  Open Climate Fix GitHub organisation: open-source solar generation forecasting and climate ML code.

  entity org UK en

• Open Climate Fix PVNet

  by Open Climate Fix

  Open Climate Fix PVNet GitHub repo: training and live running of a solar PV generation forecasting model.

  entity repo UK en

• OpenCRISPR

  by Profluent

  Profluent OpenCRISPR GitHub repo: AI-generated gene editing systems such as OpenCRISPR-1.

  entity repo US en

• OpenFold

  by AQ Laboratory

  AQ Laboratory OpenFold GitHub repo: trainable PyTorch reproduction of AlphaFold 2.

  entity repo US en

• Original PINNs implementation

  by Maziar Raissi

  PINNs GitHub repo (Maziar Raissi): original physics-informed neural networks code for solving and discovering PDEs.

  entity repo US en

• Pangu-Weather (Huawei)

  by Lingxi Xie

  Pangu-Weather GitHub repo: official Huawei implementation and weights for medium-range weather forecasting.

  entity repo CN en

• PDEArena (Microsoft)

  by pdearena

  PDEArena GitHub repo (Microsoft): code for generalised neural PDE surrogate modelling.

  entity repo West en

• Periodic Labs

  by Periodic Labs

  Periodic Labs: company using AI and autonomous labs for materials science discovery.

  entity lab US en

• PhiFlow

  by TUM Physics-based Simulation

  TUM PhiFlow GitHub repo: differentiable PDE solving framework for machine learning.

  entity repo EU-DE en

• Physical Intelligence research

  by Physical Intelligence

  Physical Intelligence research page: papers on robot foundation models such as FAST and real-time chunking.

  entity org US en

• PhysioNet MIMIC-IV

  by Alistair E. W. Johnson et al. (MIT)

  PhysioNet MIMIC-IV: de-identified health records of patients at Beth Israel Deaconess Medical Center for clinical ML research.

  entity dataset US en

• PlantVillage (Penn State)

  by PlantVillage (Penn State University)

  PlantVillage site from Penn State: plant-disease image data and AI tools for smallholder farmers.

  entity dataset US/Africa en

• PolicyEngine MCP server

  by PolicyEngine

  PolicyEngine MCP server GitHub repo: gives AI agents access to PolicyEngine tax and benefit calculations.

  entity repo United States / United Kingdom en

• Polymathic AI

  by Polymathic AI

  Polymathic AI: research collaboration building foundation models for scientific data across disciplines.

  entity lab US en

• The Well (Polymathic AI)

  by Polymathic AI

  Polymathic AI's The Well: about 15 TB of physics simulation datasets for training and benchmarking ML surrogate models.

  entity benchmark US en

• PowerGridworld

  by National Laboratory of the Rockies

  NREL PowerGridworld GitHub repo: lightweight framework for multi-agent RL simulation of power systems.

  entity repo US en

• Prithvi WxC

  by Office of Data Science and Informatics

  NASA-IMPACT Prithvi WxC GitHub repo: implementation of the Prithvi weather and climate foundation model.

  entity repo Global (IBM Research; NASA; re en

• Profluent

  by Profluent

  Profluent: company using protein language models to design new proteins and gene editors.

  entity lab US en

• Project CETI

  by Project CETI

  Project CETI: nonprofit applying machine learning and robotics to decode sperm whale communication.

  entity org Global en

• AlphaFold 3

  by Google DeepMind

  DeepMind AlphaFold 3 GitHub repo: AlphaFold 3 inference pipeline.

  entity repo UK; US en

• ColabFold

  by Sergey Ovchinnikov

  ColabFold GitHub repo: notebooks for protein structure prediction with AlphaFold2 and MMseqs2.

  entity repo US en

• ProteinMPNN

  by Justas Dauparas

  ProteinMPNN GitHub repo: code for the ProteinMPNN protein sequence design model.

  entity repo West en

• Protenix (ByteDance)

  by ByteDance

  ByteDance Protenix GitHub repo: open-source biomolecular structure prediction reproducing and extending AlphaFold 3.

  entity repo CN en

• PutnamBench

  by Trishul: Trustworthy Intelligent Systems @ UT Austin

  PutnamBench GitHub repo: Putnam competition problems formalised in Lean, Isabelle and Coq for evaluating theorem-proving systems.

  entity benchmark US en

• RCSB Protein Data Bank

  by RCSB Protein Data Bank

  RCSB Protein Data Bank: curated archive of experimentally determined 3D protein structures with search and analysis tools.

  entity dataset US en

• Recursion

  by Recursion

  Recursion: company using AI and automated biology for drug discovery.

  entity lab US en

• RoseTTAFold

  by RosettaCommons

  RosettaCommons RoseTTAFold GitHub repo: deep learning protein structure prediction models.

  entity repo US en

• Sakana AI Scientist

  by Sakana AI

  Sakana AI Scientist GitHub repo: automated pipeline from research idea to experiments and paper.

  entity repo Japan en

• Sinergym

  by UGR-SAIL

  Sinergym GitHub repo: EnergyPlus-based Gym environment for building control with reinforcement learning.

  entity repo Spain en

• snnTorch

  by Jason Eshraghian (snnTorch)

  snnTorch documentation: tutorials for training spiking neural networks in PyTorch.

  entity org West en

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