Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Physics Based Deep Learning | 1,536 | 5 months ago | 1 | |||||||
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond | ||||||||||
Neuralpde.jl | 864 | 5 months ago | 127 | other | Julia | |||||
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation | ||||||||||
Hepml Livingreview | 293 | 6 months ago | 14 | TeX | ||||||
Living Review of Machine Learning for Particle Physics | ||||||||||
Sciann | 267 | 6 months ago | 96 | April 19, 2022 | 51 | other | Python | |||
Deep learning for Engineers - Physics Informed Deep Learning | ||||||||||
Pinns | 186 | a year ago | 2 | Jupyter Notebook | ||||||
PyTorch Implementation of Physics-informed Neural Networks | ||||||||||
Pinn | 103 | 2 years ago | 3 | August 27, 2020 | 2 | mit | Python | |||
Physics-informed neural networks package | ||||||||||
Pinns Tf2.0 | 91 | 3 years ago | 4 | mit | Mathematica | |||||
TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs). | ||||||||||
Deeplearn Theory | 73 | 8 years ago | 2 | |||||||
Topics on theoretical, mathematical aspects of DL | ||||||||||
Xpinns | 66 | a year ago | mit | |||||||
Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations | ||||||||||
Phygnn | 61 | 1 | 7 months ago | 26 | November 29, 2023 | bsd-3-clause | Python | |||
physics-guided neural networks (phygnn) |