Alternatives and similar repositories for pinns-torch

Users that are interested in pinns-torch are comparing it to the libraries listed below

• jayroxis / PINNs
  PyTorch Implementation of Physics-informed Neural Networks
  ☆640Updated last year
• omniscientoctopus / Physics-Informed-Neural-Networks
  Investigating PINNs
  ☆615Updated 3 years ago
• jdtoscano94 / Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_PIKANs_DeepONets
  Physics Informed Machine Learning Tutorials (Pytorch and Jax)
  ☆572Updated 4 months ago
• idrl-lab / PINNpapers
  Must-read Papers on Physics-Informed Neural Networks.
  ☆1,223Updated last year
• nanditadoloi / PINN
  Simple PyTorch Implementation of Physics Informed Neural Network (PINN)
  ☆316Updated last year
• lululxvi / deeponet
  Learning nonlinear operators via DeepONet
  ☆674Updated 3 years ago
• i207M / PINNacle
  Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
  ☆328Updated 11 months ago
• bitzhangcy / Neural-PDE-Solver
  ☆974Updated last week
• PredictiveIntelligenceLab / Physics-informed-DeepONets
  ☆354Updated 2 years ago
• lu-group / deeponet-fno
  DeepONet & FNO (with practical extensions)
  ☆312Updated 2 years ago
• neuraloperator / physics_informed
  ☆465Updated 3 months ago
• levimcclenny / SA-PINNs
  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
  ☆236Updated 3 years ago
• benmoseley / FBPINNs
  Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…
  ☆432Updated 2 weeks ago
• rezaakb / pinns-tf2
  PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.
  ☆129Updated last year
• mathLab / PINA
  Physics-Informed Neural networks for Advanced modeling
  ☆528Updated this week
• Wulx2050 / DeepXDE-and-PINN
  DeepXDE and PINN
  ☆121Updated 3 years ago
• Shengfeng233 / PINN-for-NS-equation
  A pytorch implementaion of physics informed neural networks for two dimensional NS equation
  ☆152Updated last year
• ADharaUTEXAS123007 / FNO
  Fourier_neural_operator
  ☆14Updated 2 years ago
• PredictiveIntelligenceLab / jaxpi
  ☆316Updated 2 months ago
• ehsanhaghighat / sciann-applications
  A place to share problems solved with SciANN
  ☆283Updated last year
• PML-UCF / pinn
  Physics-informed neural networks package
  ☆312Updated 2 years ago
• Raocp / PINN-laminar-flow
  Physics-informed neural network for solving fluid dynamics problems
  ☆233Updated 4 years ago
• pdebench / PDEBench
  PDEBench: An Extensive Benchmark for Scientific Machine Learning
  ☆930Updated 2 months ago
• AdityaLab / pinnsformer
  ☆138Updated 8 months ago
• okada39 / pinn_wave
  Physics Informed Neural Network (PINN) for the wave equation.
  ☆178Updated 5 years ago
• pierremtb / PINNs-TF2.0
  TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
  ☆261Updated last year
• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆214Updated 3 years ago
• isds-neu / PhyCRNet
  Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs
  ☆150Updated last year
• alexpapados / Physics-Informed-Deep-Learning-Solid-and-Fluid-Mechanics
  Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…
  ☆180Updated 2 years ago
• li-Pingan / fourier-neural-operator
  ☆51Updated 2 years ago