Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/MartinuzziFrancesco/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
Last synced: 26 Jun 2024
https://github.com/NeuroDiffGym/neurodiffeq
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
artificial-intelligence boundary-value-problem deep-learning differential-equations initial-value-problem mathematical-modelling neural-networks ode odes pde-solver physics-informed-neural-networks pinn pypi pytorch scientific-computing time-series
Last synced: 21 May 2024
https://github.com/lululxvi/deepxde
A library for scientific machine learning and physics-informed learning
deep-learning deeponet jax multi-fidelity-data neural-network operator paddle pde physics-informed-learning pinn pytorch scientific-machine-learning tensorflow
Last synced: 21 May 2024
https://github.com/SciML/DiffEqFlux.jl
Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
delay-differential-equations differential-equations differentialequations neural-dde neural-differential-equations neural-jump-diffusions neural-networks neural-ode neural-pde neural-sde neural-sdes ordinary-differential-equations partial-differential-equations physics-informed-learning pinn scientific-ai scientific-machine-learning scientific-ml stiff-ode stochastic-differential-equations
Last synced: 21 May 2024
https://github.com/SciML/NeuralPDE.jl
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
differential-equations differentialequations machine-learning neural-differential-equations neural-network neural-networks ode ordinary-differential-equations partial-differential-equations pde pinn scientific-ai scientific-machine-learning scientific-ml sciml
Last synced: 21 May 2024
https://github.com/openhackathons-org/End-to-End-AI-for-Science
This repository containts materials for End-to-End AI for Science
ai ai4hpc artificial-intelligence deep-learning fourcastnet hpc machine-learning modulus navier-stokes omniverse pde physics-informed-neural-networks pinn weather-forecast
Last synced: 04 May 2024
