Uqpinns Tf2.0
TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks (UQPINNs).
| 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 | 3 months ago | 1 | |||||||
| Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond | ||||||||||
| Neuralpde.jl | 864 | 3 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 | 4 months ago | 14 | TeX | ||||||
| Living Review of Machine Learning for Particle Physics | ||||||||||
| Sciann | 267 | 4 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 | 7 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 | 5 months ago | 26 | November 29, 2023 | bsd-3-clause | Python | ||
| physics-guided neural networks (phygnn) | ||||||||||
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