--- id: "/tags/physics-simulation/page/2/" title: "Physics Simulation · page 2" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/tags/physics-simulation/page/2/" 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 2 of 3 - ### [The Well dataset](/frontier/research-feeds/the-well-dataset/index.md) Creator not supplied; see original source. Polymathic AI The Well GitHub repo: 15TB collection of physics simulation datasets for machine learning. Not applicable (entity) · unknown · unknown resource · en - ### [CityLearn: Your first simulation](/frontier/research-feeds/building-hvac-storage-control-citylearn-quickstart-verified-free-simulation-tuto/index.md) Creator not supplied; see original source. CityLearn quickstart: tutorial for running a first building-energy simulation for reinforcement-learning control. Beginner · unknown · unknown resource · en - ### [Getting Started with PyHealth](/frontier/research-feeds/clinical-ehr-mortality-prediction-getting-started-with-pyhealth-verified-free-tu/index.md) Creator not supplied; see original source. PyHealth getting-started guide for building and evaluating healthcare AI models on EHR data. Beginner · unknown · unknown resource · en - ### [DeepChem: An Introduction to MoleculeNet](/frontier/research-feeds/drug-discovery-molecular-property-prediction-deepchem-an-introduction-to-molecul/index.md) Creator not supplied; see original source. DeepChem tutorial introducing MoleculeNet datasets for molecular property prediction in drug discovery. Beginner · unknown · unknown resource · und - ### [matminer examples: Predicting bulk modulus](/frontier/research-feeds/materials-elastic-property-prediction-matminer-introduction-predicting-bulk-modu/index.md) Creator not supplied; see original source. Matminer example notebook predicting materials bulk modulus with machine learning. Beginner · unknown · unknown resource · und - ### [armory-library: Getting Started](/frontier/research-feeds/open-defence-research-perception-robustness-assurance-armory-library-getting-sta/index.md) Creator not supplied; see original source. Armory-library getting-started guide: Python library for evaluating adversarial robustness of ML models. Beginner · unknown · unknown resource · en - ### [robomimic: Getting Started](/frontier/research-feeds/robot-arm-imitation-learning-robomimic-getting-started-verified-free-simulated-m/index.md) Creator not supplied; see original source. robomimic getting-started guide with a quickstart notebook for training imitation-learning policies on robot arms. Beginner · unknown · unknown resource · und - ### [Introduction to TorchGeo](/frontier/research-feeds/satellite-land-cover-segmentation-introduction-to-torchgeo-verified-free-geospat/index.md) Creator not supplied; see original source. TorchGeo introductory tutorial on loading geospatial datasets and training land-cover segmentation models. Beginner · unknown · unknown resource · en - ### [AIRI report 2024 (EN PDF)](/frontier/research-feeds/airi-report-2024-en-pdf/index.md) Creator not supplied; see original source. AIRI 2024 annual report (PDF) describing the Russian AI institute's research groups and results. Intermediate · unknown · unknown resource · en - ### [Amazon Science blog](/frontier/research-feeds/amazon-science-blog/index.md) Creator not supplied; see original source. Amazon Science blog with research posts and papers from Amazon scientists on machine learning and AI. Intermediate · unknown · unknown resource · en - ### [NASA ProgPy: Modeling and Sim Guide](/frontier/research-feeds/component-degradation-predictive-maintenance-nasa-progpy-modeling-and-sim-guide-/index.md) Creator not supplied; see original source. NASA ProgPy guide to building and simulating prognostics models for component degradation. Intermediate · unknown · unknown resource · und - ### [Grid2Op getting started: small example notebook](/frontier/research-feeds/electricity-grid-agent-simulation-grid2op-small-example-notebook/index.md) Creator not supplied; see original source. Grid2Op small-example notebook showing how to simulate power-grid control with agents. Intermediate · unknown · unknown resource · und - ### [exoplanet-ml: AstroNet](/frontier/research-feeds/exoplanet-transit-classification-astronet-training-and-evaluation/index.md) Creator not supplied; see original source. Google Research AstroNet README: training and evaluating a neural network that classifies exoplanet transits. Intermediate · unknown · unknown resource · und - ### [Anomalib in 15 Minutes](/frontier/research-feeds/manufacturing-visual-defect-inspection-anomalib-in-15-minutes-verified-f/index.md) Creator not supplied; see original source. Anomalib 15-minute tutorial: training a model to detect visual anomalies in a dataset. Intermediate · unknown · unknown resource · en - ### [WeatherNext 1 Graph (GraphCast) guide](/frontier/research-feeds/medium-range-weather-forecasting-weathernext-1-graph-graphcast-guide/index.md) Creator not supplied; see original source. Google DeepMind WeatherNext 1 Graph (GraphCast) documentation for medium-range weather forecasting. Intermediate · unknown · unknown resource · und - ### [Open Data Science](/frontier/research-feeds/open-data-science/index.md) Creator not supplied; see original source. Open Data Science (ODS.ai): Russian-speaking data science community with courses, events and competitions. Intermediate · unknown · unknown resource · ru - ### [Physics-informed machine learning (Nature Reviews Physics)](/frontier/research-feeds/physics-informed-machine-learning-nature-reviews-physics/index.md) Creator not supplied; see original source. Nature Reviews Physics review (2021) of physics-informed machine learning. Intermediate–Advanced · unknown · unknown resource · en - ### [Scanpy: Preprocessing and clustering 3k PBMCs](/frontier/research-feeds/single-cell-transcriptomic-clustering-scanpy-preprocessing-and-clustering-3k-pbm/index.md) Creator not supplied; see original source. Scanpy tutorial on preprocessing and clustering 3k PBMC single-cell RNA-seq data. Intermediate · unknown · unknown resource · en - ### [Actuarial Data Science](/frontier/research-feeds/actuarial-data-science/index.md) Creator not supplied; see original source. Actuarial Data Science site from the Swiss Association of Actuaries with tutorials and notebooks applying ML to insurance. Advanced · unknown · unknown resource · en - ### [Autoware Documentation](/frontier/research-feeds/autoware/index.md) Creator not supplied; see original source. Autoware documentation: open-source autonomous-driving software stack, with architecture, setup and deployment guides. Advanced · unknown · unknown resource · en - ### [CARLA](/frontier/research-feeds/carla/index.md) Creator not supplied; see original source. CARLA simulator documentation: setup, Python API, sensors and scenarios for autonomous-driving research. Advanced · unknown · unknown resource · en - ### [DeepONet (Lu et al.)](/frontier/research-feeds/deeponet-lu-et-al/index.md) Creator not supplied; see original source. arXiv paper (2019) introducing DeepONet for learning nonlinear operators of differential equations. Advanced–Expert · unknown · unknown resource · en - ### [Fourier Neural Operator (Li et al.)](/frontier/research-feeds/fourier-neural-operator-li-et-al/index.md) Creator not supplied; see original source. arXiv paper (2020) introducing the Fourier Neural Operator for learning parametric PDE solutions. Advanced–Expert · unknown · unknown resource · en - ### [Intern-S1: A Scientific Multimodal Foundation Model](/frontier/research-feeds/intern-s1-technical-report-arxiv-2508-15763/index.md) Creator not supplied; see original source. arXiv PDF (2025) of the Intern-S1 technical report, Shanghai AI Laboratory's scientific multimodal model. Advanced · unknown · unknown resource · en - ### [Learning to Simulate Complex Physics with Graph Networks (GNS)](/frontier/research-feeds/learning-to-simulate-complex-physics-with-graph-networks-gns/index.md) Creator not supplied; see original source. arXiv paper (2020) introducing Graph Network-based Simulators (GNS) for learning complex particle physics. Advanced–Expert · unknown · unknown resource · en - ### [MeshGraphNets](/frontier/research-feeds/meshgraphnets/index.md) Creator not supplied; see original source. arXiv paper (2020) introducing MeshGraphNets for learning mesh-based physical simulation. Advanced–Expert · unknown · unknown resource · en - ### [MoveIt](/frontier/research-feeds/moveit/index.md) Creator not supplied; see original source. MoveIt 2 documentation: ROS 2 framework for robot motion planning, manipulation and perception, with tutorials. Advanced · unknown · unknown resource · en - ### [Neural Operator: Learning maps between function spaces](/frontier/research-feeds/neural-operator-learning-maps-between-function-spaces/index.md) Creator not supplied; see original source. arXiv paper (2021) "Neural Operator: Learning Maps Between Function Spaces", the general framework covering Fourier and graph neural operators for PDEs. Advanced–Expert · unknown · unknown resource · en - ### [NVIDIA cuOpt](/frontier/research-feeds/nvidia-cuopt/index.md) Creator not supplied; see original source. NVIDIA cuOpt user guide: GPU-accelerated solver for routing and other optimisation problems. Advanced · unknown · unknown resource · en - ### [Physics-informed deep learning (Raissi et al.)](/frontier/research-feeds/physics-informed-deep-learning-raissi-et-al/index.md) Creator not supplied; see original source. arXiv paper (2017) introducing physics-informed neural networks (PINNs) for data-driven solutions of nonlinear PDEs. Advanced–Expert · unknown · unknown resource · en - ### [PX4 computer-vision and ROS integration](/frontier/research-feeds/px4-computer-vision-and-ros-integration/index.md) Creator not supplied; see original source. PX4 Autopilot user guide: open-source drone flight control software with simulation, ROS and computer-vision integration. Advanced · unknown · unknown resource · en - ### [robomimic](/frontier/research-feeds/robomimic/index.md) Creator not supplied; see original source. robomimic site: framework and demonstration datasets for robot learning from demonstration. Advanced · unknown · unknown resource · en [Previous page](/tags/physics-simulation/index.md) [Next page](/tags/physics-simulation/page/3/index.md) [Plain-text Markdown copy](/tags/physics-simulation/page/2/index.md)