Phygeonet

PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain
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Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Physics Based Deep Learning1,536
4 months ago1
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
Neuralpde.jl864
4 months ago127otherJulia
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
Hepml Livingreview293
4 months ago14TeX
Living Review of Machine Learning for Particle Physics
Sciann267
5 months ago96April 19, 202251otherPython
Deep learning for Engineers - Physics Informed Deep Learning
Hamiltonian Nn234
3 years agoapache-2.0Jupyter Notebook
Code for our paper "Hamiltonian Neural Networks"
Pinns186
a year ago2Jupyter Notebook
PyTorch Implementation of Physics-informed Neural Networks
Hep_ml1631a year ago10February 18, 202222otherJupyter Notebook
Machine Learning for High Energy Physics.
Pinn103
2 years ago3August 27, 20202mitPython
Physics-informed neural networks package
Pinns Tf2.091
3 years ago4mitMathematica
TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
Noc S1883
5 years ago2JavaScript
Course repo and syllabus for Nature of Code Spring 2018 at ITP.
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