0 "physics-informed-neural-networks" Awesome Lists
awesome-pinns
A carefully curated collection of high-quality libraries, projects, tutorials, research papers, and other essential resources focused on Physics-Informed Machine Learning (PIML) and Physics-Informed Neural Networks (PINNs).
physics-informed-machine-learning physics-informed-neural-networks piml pinn
134 stars
7 forks
1,075 projects
Last updated: 23 Aug 2026
awesome-scientific-machine-learning
A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software
differential-equations neural-differential-equations physics-informed-learning physics-informed-neural-networks pinn scientific-machine-learning sciml
89 stars
13 forks
53 projects
Last updated: 24 Aug 2026
awesome-ai-cae
A curated list of 100+ AI-ready tools for Computer-Aided Engineering, ranked by an AI-Readiness Score (agent-callability: MCP, Python API, CLI, pip). CFD, FEA, SPH, DEM, differentiable simulation, neural operators, PINNs, MCP servers.
ai ai-for-science artificial-intelligence awesome awesome-list cae cfd computational-engineering deep-learning differentiable-simulation
48 stars
7 forks
127 projects
Last updated: 24 Aug 2026
awesome-ml-in-plasma-physics
⚛️ ML in fusion industry/science 🍩⚡
control equillibrium fusion physics-informed-neural-networks physics-simulation plasma plasma-physics stellarator tokamak
31 stars
1 forks
166 projects
Last updated: 14 Jul 2026
awesome-sciml
Awesome-spatial-temporal-scientific-machine-learning-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included.
bayesian-deep-learning bayesian-inference data-science deep-learning julia machine-learning mathematical-biology mathematical-epidemiology neural-ode physics-informed-neural-networks
14 stars
1 forks
481 projects
Last updated: 22 Oct 2025
awesome-fusion-ai
Curated papers, tools, datasets & simulation frameworks for AI × nuclear fusion (2020–2026)
awesome-list fusion-energy nuclear-fusion physics-informed-neural-networks plasma-physics stellarator tokamak
2 stars
0 forks
162 projects
Last updated: 21 Aug 2026