Alternatives and similar repositories for pinn

Users that are interested in pinn are comparing it to the libraries listed below

• levimcclenny / SA-PINNs
  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
  ☆271Updated 4 years ago
• nanditadoloi / PINN
  Simple PyTorch Implementation of Physics Informed Neural Network (PINN)
  ☆364Updated last year
• PML-UCF / pinn_ode_tutorial
  ☆130Updated 3 years ago
• ehsanhaghighat / sciann-applications
  A place to share problems solved with SciANN
  ☆303Updated 2 years ago
• isds-neu / EQDiscovery
  Physics-informed learning of governing equations from scarce data
  ☆167Updated 2 years ago
• ehsanhaghighat / sciann
  Deep learning for Engineers - Physics Informed Deep Learning
  ☆363Updated 2 years ago
• idrl-lab / idrlnet
  IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.
  ☆243Updated last year
• AmeyaJagtap / XPINNs
  Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…
  ☆242Updated 3 years ago
• rezaakb / pinns-tf2
  PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.
  ☆156Updated last year
• isds-neu / PhyCRNet
  Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs
  ☆168Updated last year
• zhry10 / PhyLSTM
  We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.
  ☆99Updated 2 years ago
• Raocp / PINN-laminar-flow
  Physics-informed neural network for solving fluid dynamics problems
  ☆264Updated 5 years ago
• Wulx2050 / DeepXDE-and-PINN
  DeepXDE and PINN
  ☆149Updated 3 years ago
• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆241Updated 4 years ago
• jayroxis / PINNs
  PyTorch Implementation of Physics-informed Neural Networks
  ☆701Updated last year
• pierremtb / PINNs-TF2.0
  TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
  ☆265Updated 2 years ago
• PredictiveIntelligenceLab / Physics-informed-DeepONets
  ☆384Updated 3 years ago
• jdtoscano94 / NABLA-SciML
  Physics Informed Machine Learning Tutorials (Pytorch and Jax)
  ☆640Updated 2 weeks ago
• PredictiveIntelligenceLab / MultiscalePINNs
  ☆168Updated 3 years ago
• PredictiveIntelligenceLab / CausalPINNs
  ☆199Updated last year
• omniscientoctopus / Physics-Informed-Neural-Networks
  Investigating PINNs
  ☆725Updated 4 years ago
• okada39 / pinn_wave
  Physics Informed Neural Network (PINN) for the wave equation.
  ☆201Updated 5 years ago
• benmoseley / FBPINNs
  Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…
  ☆519Updated 2 months ago
• i207M / PINNacle
  Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
  ☆393Updated last year
• erfanhamdi / pinn-torch
  Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose
  ☆57Updated 3 years ago
• Raocp / PINN-elastodynamics
  physics-informed neural network for elastodynamics problem
  ☆154Updated 4 years ago
• lu-group / pinn-sampling
  A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks
  ☆99Updated 3 years ago
• skoohy / GPT-PINN
  Generative Pre-Trained Physics-Informed Neural Networks Implementation
  ☆118Updated 5 months ago
• hojunkim13 / PINNs
  Basic implementation of physics-informed neural network with pytorch.
  ☆87Updated 3 years ago
• 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…
  ☆206Updated 2 years ago