--- id: "/science-medicine/physics-simulation/" title: "physics & simulation: 69 curated resources" url: "https://skillissue.dev/science-medicine/physics-simulation/" --- # physics & simulation: 69 curated resources physics & simulation [Beginner](/science-medicine/beginner/index.md) [Intermediate](/science-medicine/intermediate/index.md) [Advanced](/science-medicine/advanced/index.md) [Expert](/science-medicine/expert/index.md) 69 resources · page 1 of 3 - ### [Allen Brain Map](/frontier/research-feeds/allen-brain-map/index.md) by [Allen Institute for Brain Science](https://alleninstitute.org/) Allen Brain Map portal: open brain-cell atlases and datasets from the Allen Institute for Brain Science. entity dataset US en - ### [Amazon Science publications](/frontier/research-feeds/amazon-science-publications/index.md) by [Amazon Science](https://amazon.science/) Amazon Science publications index: research papers by Amazon scientists. entity org US en - ### [@AmazonScience](/frontier/research-feeds/amazonscience/index.md) by [Amazon Science](https://x.com/AmazonScience) X account of Amazon Science: Amazon research publications, news and events. entity x-account US en - ### [rxn-sandbox](/frontier/research-feeds/chemical-reaction-prediction-rxn-sandbox-quick-start-and-usage-verified-via-full/index.md) by [rxn4chemistry](https://github.com/rxn4chemistry) IBM RXN-Sandbox GitHub repo: lightweight local install for chemical reaction prediction models. entity repo US en - ### [ClimateBench](/frontier/research-feeds/climate-scenario-emulation-climatebench-verified-free-benchmark-practice-reposit/index.md) by [Duncan Watson-Parris](https://duncanwp.github.io) ClimateBench GitHub repo: benchmark dataset for ML emulation of climate model projections. entity repo US en - ### [PlantVillage-Dataset](/frontier/research-feeds/crop-leaf-disease-classification-plantvillage-dataset-usage-guide-verified-via-f/index.md) by [SP Mohanty](https://spmohanty.com) PlantVillage Dataset GitHub repo: images of healthy and diseased crop leaves for classification. entity repo US en - ### [MONAI tutorials: Auto3DSeg](/frontier/research-feeds/ct-mri-segmentation-monai-auto3dseg-examples-verified-free-guide-gpu-data-requir/index.md) by [Project MONAI](https://project-monai.github.io/) MONAI Auto3DSeg tutorials on GitHub: automated 3D CT and MRI segmentation pipelines. entity repo Global en - ### [DeepONet](/frontier/research-feeds/deeponet/index.md) by [Lu Lu](https://lugroup.yale.edu) DeepONet GitHub repo (Lu Lu): learning nonlinear operators with deep operator networks. entity repo Global (Brown/MIT/WPI; Chinese en - ### [DeepXDE](/frontier/research-feeds/deepxde/index.md) by [Lu Lu](https://lugroup.yale.edu) DeepXDE GitHub repo: library for scientific machine learning and physics-informed neural networks. entity repo West en - ### [gym-pybullet-drones](/frontier/research-feeds/drone-flight-control-learning-gym-pybullet-drones-reinforcement-learning-example/index.md) by [Learning Systems and Robotics Lab (LSY)](https://www.dynsyslab.org/) gym-pybullet-drones GitHub repo: PyBullet Gym environments for drone control with reinforcement learning. entity repo US en - ### [SeisBench Model API tutorial](/frontier/research-feeds/earthquake-phase-picking-seisbench-model-api-tutorial-verified/index.md) by [seisbench](https://github.com/seisbench) SeisBench notebook tutorial showing how to use the Model API for earthquake phase picking with pretrained models. entity benchmark en - ### [EDP Sciences aligns with COPE on AI](/frontier/research-feeds/edp-sciences-aligns-with-cope-on-ai/index.md) by [EDP Sciences](https://www.edpsciences.org/) EDP Sciences announcement aligning with the COPE position on AI and authorship in research publications. entity standard-policy France en - ### [EleutherAI research library](/frontier/research-feeds/eleutherai-research-library/index.md) by [EleutherAI](https://eleuther.ai/) EleutherAI research library: papers from the nonprofit open-science AI lab. entity org US en - ### [FBPINNs](/frontier/research-feeds/fbpinns/index.md) by [Ben Moseley](https://benmoseley.blog/) FBPINNs GitHub repo: finite basis physics-informed neural networks for solving PDE problems. entity repo UK en - ### [hls4ml (Fast ML Lab)](/frontier/research-feeds/hls4ml-fast-ml-lab/index.md) by [Fast Machine Learning Lab](https://fastmachinelearning.org/) hls4ml GitHub repo: package for machine learning inference on FPGAs using high-level synthesis. entity repo Global (CERN/Fermilab) en - ### [Intern-S1](/frontier/research-feeds/intern-s1/index.md) by [InternLM](https://chat.intern-ai.org.cn/) InternLM Intern-S1 GitHub repo: scientific multimodal foundation model with model collections. entity repo China en - ### [JAX-CFD](/frontier/research-feeds/jax-cfd/index.md) by [Google](https://opensource.google/) Google JAX-CFD GitHub repo: computational fluid dynamics in JAX, no longer maintained. entity repo West en - ### [Journal of Forensic Sciences statement on AI (AAFS)](/frontier/research-feeds/journal-of-forensic-sciences-statement-on-ai-aafs/index.md) by [American Academy of Forensic Sciences](https://www.aafs.org/) Journal of Forensic Sciences statement (AAFS): policy on the use of artificial intelligence in submissions. entity standard-policy US en - ### [Luma: Open Physical AI Lab](/frontier/research-feeds/luma-open-physical-ai-lab/index.md) by [Luma AI](https://lumalabs.ai/) Luma AI research page announcing the Open Physical AI Lab, an open-science effort on physical-world AI. entity org US en - ### [MeshGraphNets code](/frontier/research-feeds/meshgraphnets-code/index.md) by [Google DeepMind](https://www.deepmind.com/) DeepMind MeshGraphNets code on GitHub: mesh-based physical simulation with graph networks. entity repo West en - ### [Cellpose README](/frontier/research-feeds/microscopy-cell-nucleus-segmentation-cellpose-local-usage-and-demo-verified-via-/index.md) by [MouseLand](https://github.com/MouseLand) Cellpose README on GitHub: local usage and demo for deep learning cell and nucleus segmentation in microscopy. entity repo US en - ### [neuraloperator](/frontier/research-feeds/neuraloperator-library/index.md) by [NeuralOperator](https://neuraloperator.github.io/dev/index.html) neuraloperator GitHub repo: library for learning neural operators such as FNO. entity repo West en - ### [Original PINNs implementation](/frontier/research-feeds/original-pinns-implementation/index.md) by [Maziar Raissi](https://github.com/maziarraissi) PINNs GitHub repo (Maziar Raissi): original physics-informed neural networks code for solving and discovering PDEs. entity repo US en - ### [PDEArena (Microsoft)](/frontier/research-feeds/pdearena-microsoft/index.md) by [pdearena](https://github.com/pdearena) PDEArena GitHub repo (Microsoft): code for generalised neural PDE surrogate modelling. entity repo West en - ### [PhiFlow](/frontier/research-feeds/phiflow/index.md) by [TUM Physics-based Simulation](https://ge.in.tum.de) TUM PhiFlow GitHub repo: differentiable PDE solving framework for machine learning. entity repo EU-DE en - ### [Physical Intelligence research](/frontier/research-feeds/physical-intelligence-research/index.md) by [Physical Intelligence](https://pi.website/) Physical Intelligence research page: papers on robot foundation models such as FAST and real-time chunking. entity org US en - ### [PolicyEngine MCP server](/frontier/research-feeds/policyengine-mcp-server/index.md) by [PolicyEngine](https://policyengine.org) PolicyEngine MCP server GitHub repo: gives AI agents access to PolicyEngine tax and benefit calculations. entity repo United States / United Kingdom en - ### [Polymathic AI](/frontier/research-feeds/polymathic-ai/index.md) by [Polymathic AI](https://polymathic-ai.org/) Polymathic AI: research collaboration building foundation models for scientific data across disciplines. entity lab US en - ### [ColabFold](/frontier/research-feeds/protein-structure-prediction-colabfold-verified-free-notebooks-hosted-gpu-access/index.md) by [Sergey Ovchinnikov](https://solab.org) ColabFold GitHub repo: notebooks for protein structure prediction with AlphaFold2 and MMseqs2. entity repo US en - ### [Sakana AI Scientist](/lab-practices/other-labs/sakana-ai-scientist/index.md) by [Sakana AI](https://sakana.ai/) Sakana AI Scientist GitHub repo: automated pipeline from research idea to experiments and paper. entity repo Japan en - ### [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)](/frontier/research-feeds/state-council-opinions-on-deepening-the-ai-action/index.md) by [State Council of the People's Republic of China](https://www.gov.cn/) China State Council opinions (August 2025) on deepening the AI+ action across the economy. entity standard-policy China zh - ### [The Well dataset](/frontier/research-feeds/the-well-dataset/index.md) by [Polymathic AI](https://polymathic-ai.org) Polymathic AI The Well GitHub repo: 15TB collection of physics simulation datasets for machine learning. entity repo West en [Next page](/science-medicine/physics-simulation/page/2/index.md) [Plain-text Markdown copy](/science-medicine/physics-simulation/index.md)