Physics Simulation

70 resources · page 1 of 3

• Allen Brain Map

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  Allen Brain Map portal: open brain-cell atlases and datasets from the Allen Institute for Brain Science.

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• Amazon Science publications

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  Amazon Science publications index: research papers by Amazon scientists.

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• @AmazonScience

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  X account of Amazon Science: Amazon research publications, news and events.

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• rxn-sandbox

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  IBM RXN-Sandbox GitHub repo: lightweight local install for chemical reaction prediction models.

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• ClimateBench

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  ClimateBench GitHub repo: benchmark dataset for ML emulation of climate model projections.

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• PlantVillage-Dataset

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  PlantVillage Dataset GitHub repo: images of healthy and diseased crop leaves for classification.

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• MONAI tutorials: Auto3DSeg

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  MONAI Auto3DSeg tutorials on GitHub: automated 3D CT and MRI segmentation pipelines.

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• DeepONet

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  DeepONet GitHub repo (Lu Lu): learning nonlinear operators with deep operator networks.

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• DeepXDE

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  DeepXDE GitHub repo: library for scientific machine learning and physics-informed neural networks.

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• gym-pybullet-drones

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  gym-pybullet-drones GitHub repo: PyBullet Gym environments for drone control with reinforcement learning.

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• SeisBench Model API tutorial

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  SeisBench notebook tutorial showing how to use the Model API for earthquake phase picking with pretrained models.

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• EDP Sciences aligns with COPE on AI

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  EDP Sciences announcement aligning with the COPE position on AI and authorship in research publications.

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• EleutherAI research library

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  EleutherAI research library: papers from the nonprofit open-science AI lab.

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• FBPINNs

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  FBPINNs GitHub repo: finite basis physics-informed neural networks for solving PDE problems.

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• hls4ml (Fast ML Lab)

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  hls4ml GitHub repo: package for machine learning inference on FPGAs using high-level synthesis.

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• Intern-S1

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  InternLM Intern-S1 GitHub repo: scientific multimodal foundation model with model collections.

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• JAX-CFD

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  Google JAX-CFD GitHub repo: computational fluid dynamics in JAX, no longer maintained.

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• Journal of Forensic Sciences statement on AI (AAFS)

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  Journal of Forensic Sciences statement (AAFS): policy on the use of artificial intelligence in submissions.

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• Luma: Open Physical AI Lab

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  Luma AI research page announcing the Open Physical AI Lab, an open-science effort on physical-world AI.

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• MeshGraphNets code

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  DeepMind MeshGraphNets code on GitHub: mesh-based physical simulation with graph networks.

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• Cellpose README

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  Cellpose README on GitHub: local usage and demo for deep learning cell and nucleus segmentation in microscopy.

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• neuraloperator

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  neuraloperator GitHub repo: library for learning neural operators such as FNO.

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• Original PINNs implementation

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

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• PDEArena (Microsoft)

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

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• PDEBench

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  PDEBench GitHub repo: PDE datasets and baselines for scientific machine learning.

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• PhiFlow

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

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• Physical Intelligence research

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

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• PolicyEngine MCP server

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

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• Polymathic AI

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

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• ColabFold

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

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• Sakana AI Scientist

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

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• State Council Opinions on Deepening the "AI+" Action (国务院关于深入实施"人工智能+"行动的意见)

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  China State Council opinions (August 2025) on deepening the AI+ action across the economy.

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