--- id: "/tags/physics-simulation/" title: "Physics Simulation" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/tags/physics-simulation/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Physics Simulation [Beginner](/levels/beginner/index.md) [Intermediate](/levels/intermediate/index.md) [Advanced](/levels/advanced/index.md) [Expert](/levels/expert/index.md) 70 resources · page 1 of 3 - ### [Allen Brain Map](/frontier/research-feeds/allen-brain-map/index.md) Creator not supplied; see original source. Allen Brain Map portal: open brain-cell atlases and datasets from the Allen Institute for Brain Science. Not applicable (entity) · unknown · unknown resource · en - ### [Amazon Science publications](/frontier/research-feeds/amazon-science-publications/index.md) Creator not supplied; see original source. Amazon Science publications index: research papers by Amazon scientists. Not applicable (entity) · unknown · unknown resource · en - ### [@AmazonScience](/frontier/research-feeds/amazonscience/index.md) Creator not supplied; see original source. X account of Amazon Science: Amazon research publications, news and events. Not applicable (entity) · unknown · unknown resource · en - ### [rxn-sandbox](/frontier/research-feeds/chemical-reaction-prediction-rxn-sandbox-quick-start-and-usage-verified-via-full/index.md) Creator not supplied; see original source. IBM RXN-Sandbox GitHub repo: lightweight local install for chemical reaction prediction models. Not applicable (entity) · unknown · unknown resource · en - ### [ClimateBench](/frontier/research-feeds/climate-scenario-emulation-climatebench-verified-free-benchmark-practice-reposit/index.md) Creator not supplied; see original source. ClimateBench GitHub repo: benchmark dataset for ML emulation of climate model projections. Not applicable (entity) · unknown · unknown resource · en - ### [PlantVillage-Dataset](/frontier/research-feeds/crop-leaf-disease-classification-plantvillage-dataset-usage-guide-verified-via-f/index.md) Creator not supplied; see original source. PlantVillage Dataset GitHub repo: images of healthy and diseased crop leaves for classification. Not applicable (entity) · unknown · unknown resource · en - ### [MONAI tutorials: Auto3DSeg](/frontier/research-feeds/ct-mri-segmentation-monai-auto3dseg-examples-verified-free-guide-gpu-data-requir/index.md) Creator not supplied; see original source. MONAI Auto3DSeg tutorials on GitHub: automated 3D CT and MRI segmentation pipelines. Not applicable (entity) · unknown · unknown resource · en - ### [DeepONet](/frontier/research-feeds/deeponet/index.md) Creator not supplied; see original source. DeepONet GitHub repo (Lu Lu): learning nonlinear operators with deep operator networks. Not applicable (entity) · unknown · unknown resource · en - ### [DeepXDE](/frontier/research-feeds/deepxde/index.md) Creator not supplied; see original source. DeepXDE GitHub repo: library for scientific machine learning and physics-informed neural networks. Not applicable (entity) · unknown · unknown resource · en - ### [gym-pybullet-drones](/frontier/research-feeds/drone-flight-control-learning-gym-pybullet-drones-reinforcement-learning-example/index.md) Creator not supplied; see original source. gym-pybullet-drones GitHub repo: PyBullet Gym environments for drone control with reinforcement learning. Not applicable (entity) · unknown · unknown resource · en - ### [SeisBench Model API tutorial](/frontier/research-feeds/earthquake-phase-picking-seisbench-model-api-tutorial-verified/index.md) Creator not supplied; see original source. SeisBench notebook tutorial showing how to use the Model API for earthquake phase picking with pretrained models. Not applicable (entity) · unknown · unknown resource · und - ### [EDP Sciences aligns with COPE on AI](/frontier/research-feeds/edp-sciences-aligns-with-cope-on-ai/index.md) Creator not supplied; see original source. EDP Sciences announcement aligning with the COPE position on AI and authorship in research publications. Not applicable (entity) · unknown · unknown resource · en - ### [EleutherAI research library](/frontier/research-feeds/eleutherai-research-library/index.md) Creator not supplied; see original source. EleutherAI research library: papers from the nonprofit open-science AI lab. Not applicable (entity) · unknown · unknown resource · en - ### [FBPINNs](/frontier/research-feeds/fbpinns/index.md) Creator not supplied; see original source. FBPINNs GitHub repo: finite basis physics-informed neural networks for solving PDE problems. Not applicable (entity) · unknown · unknown resource · en - ### [hls4ml (Fast ML Lab)](/frontier/research-feeds/hls4ml-fast-ml-lab/index.md) Creator not supplied; see original source. hls4ml GitHub repo: package for machine learning inference on FPGAs using high-level synthesis. Not applicable (entity) · unknown · unknown resource · en - ### [Intern-S1](/frontier/research-feeds/intern-s1/index.md) Creator not supplied; see original source. InternLM Intern-S1 GitHub repo: scientific multimodal foundation model with model collections. Not applicable (entity) · unknown · unknown resource · en - ### [JAX-CFD](/frontier/research-feeds/jax-cfd/index.md) Creator not supplied; see original source. Google JAX-CFD GitHub repo: computational fluid dynamics in JAX, no longer maintained. Not applicable (entity) · unknown · unknown resource · en - ### [Journal of Forensic Sciences statement on AI (AAFS)](/frontier/research-feeds/journal-of-forensic-sciences-statement-on-ai-aafs/index.md) Creator not supplied; see original source. Journal of Forensic Sciences statement (AAFS): policy on the use of artificial intelligence in submissions. Not applicable (entity) · unknown · unknown resource · en - ### [Luma: Open Physical AI Lab](/frontier/research-feeds/luma-open-physical-ai-lab/index.md) Creator not supplied; see original source. Luma AI research page announcing the Open Physical AI Lab, an open-science effort on physical-world AI. Not applicable (entity) · unknown · unknown resource · en - ### [MeshGraphNets code](/frontier/research-feeds/meshgraphnets-code/index.md) Creator not supplied; see original source. DeepMind MeshGraphNets code on GitHub: mesh-based physical simulation with graph networks. Not applicable (entity) · unknown · unknown resource · en - ### [Cellpose README](/frontier/research-feeds/microscopy-cell-nucleus-segmentation-cellpose-local-usage-and-demo-verified-via-/index.md) Creator not supplied; see original source. Cellpose README on GitHub: local usage and demo for deep learning cell and nucleus segmentation in microscopy. Not applicable (entity) · unknown · unknown resource · en - ### [neuraloperator](/frontier/research-feeds/neuraloperator-library/index.md) Creator not supplied; see original source. neuraloperator GitHub repo: library for learning neural operators such as FNO. Not applicable (entity) · unknown · unknown resource · en - ### [Original PINNs implementation](/frontier/research-feeds/original-pinns-implementation/index.md) Creator not supplied; see original source. PINNs GitHub repo (Maziar Raissi): original physics-informed neural networks code for solving and discovering PDEs. Not applicable (entity) · unknown · unknown resource · en - ### [PDEArena (Microsoft)](/frontier/research-feeds/pdearena-microsoft/index.md) Creator not supplied; see original source. PDEArena GitHub repo (Microsoft): code for generalised neural PDE surrogate modelling. Not applicable (entity) · unknown · unknown resource · en - ### [PDEBench](/evaluation/benchmarks-and-leaderboards/pdebench/index.md) Creator not supplied; see original source. PDEBench GitHub repo: PDE datasets and baselines for scientific machine learning. Not applicable (entity) · unknown · unknown resource · en - ### [PhiFlow](/frontier/research-feeds/phiflow/index.md) Creator not supplied; see original source. TUM PhiFlow GitHub repo: differentiable PDE solving framework for machine learning. Not applicable (entity) · unknown · unknown resource · en - ### [Physical Intelligence research](/frontier/research-feeds/physical-intelligence-research/index.md) Creator not supplied; see original source. Physical Intelligence research page: papers on robot foundation models such as FAST and real-time chunking. Not applicable (entity) · unknown · unknown resource · en - ### [PolicyEngine MCP server](/frontier/research-feeds/policyengine-mcp-server/index.md) Creator not supplied; see original source. PolicyEngine MCP server GitHub repo: gives AI agents access to PolicyEngine tax and benefit calculations. Not applicable (entity) · unknown · unknown resource · en - ### [Polymathic AI](/frontier/research-feeds/polymathic-ai/index.md) Creator not supplied; see original source. Polymathic AI: research collaboration building foundation models for scientific data across disciplines. Not applicable (entity) · unknown · unknown resource · en - ### [ColabFold](/frontier/research-feeds/protein-structure-prediction-colabfold-verified-free-notebooks-hosted-gpu-access/index.md) Creator not supplied; see original source. ColabFold GitHub repo: notebooks for protein structure prediction with AlphaFold2 and MMseqs2. Not applicable (entity) · unknown · unknown resource · en - ### [Sakana AI Scientist](/lab-practices/other-labs/sakana-ai-scientist/index.md) Creator not supplied; see original source. Sakana AI Scientist GitHub repo: automated pipeline from research idea to experiments and paper. Not applicable (entity) · unknown · unknown resource · 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) Creator not supplied; see original source. China State Council opinions (August 2025) on deepening the AI+ action across the economy. 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