Alternatives and similar repositories for gpinn

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

• Alexzihaohu / NSFnets
  PINN in solving Navier–Stokes equation
  ☆105Updated 5 years ago
• ShotaDeguchi / PINN_TF2
  Implementation of PINNs in TensorFlow 2
  ☆78Updated last year
• lu-group / pinn-sampling
  Non-adaptive and residual-based adaptive sampling for PINNs
  ☆79Updated 2 years ago
• isds-neu / PhyCRNet
  Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs
  ☆150Updated last year
• okada39 / pinn_cavity
  Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.
  ☆148Updated 4 years ago
• katiana22 / TL-DeepONet
  Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.
  ☆69Updated last year
• okada39 / pinn_burgers
  Physics Informed Neural Network (PINN) for Burgers' equation.
  ☆70Updated 10 months ago
• soanagno / rba-pinns
  Original implementation of fast PINN optimization with RBA weights
  ☆56Updated 2 months ago
• cwq2016 / POD-PINN
  POD-PINN code and manuscript
  ☆51Updated 7 months ago
• Shengfeng233 / PINN-for-NS-equation
  A pytorch implementaion of physics informed neural networks for two dimensional NS equation
  ☆146Updated last year
• Scien42 / NSFnet
  PINNs for 2D Incompressible Navier-Stokes Equation
  ☆47Updated last year
• Raocp / PINN-elastodynamics
  physics-informed neural network for elastodynamics problem
  ☆142Updated 3 years ago
• hojunkim13 / PINNs
  Basic implementation of physics-informed neural network with pytorch.
  ☆70Updated 2 years ago
• saniaki / sequential_PINN
  Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems
  ☆55Updated 4 years ago
• AmeyaJagtap / Conservative_PINNs
  We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …
  ☆71Updated 2 years ago
• erfanhamdi / pinn-torch
  Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose
  ☆49Updated 2 years ago
• PredictiveIntelligenceLab / MultiscalePINNs
  ☆143Updated 2 years ago
• lululxvi / hpinn
  hPINN: Physics-informed neural networks with hard constraints
  ☆134Updated 3 years ago
• amir-cardiolab / PINN-examples
  Examples implementing physics-informed neural networks (PINN) in Pytorch
  ☆67Updated 3 years ago
• levimcclenny / SA-PINNs
  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
  ☆232Updated 3 years ago
• vmattey / bc-PINN
  A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations
  ☆31Updated 3 years ago
• vc-bonn / Spline_PINN
  ☆109Updated 4 months ago
• rbischof / relative_balancing
  ☆62Updated 2 years ago
• JinshuaiBai / PINN_Comp_Mech
  PINN program for computational mechanics
  ☆114Updated last year
• chen-yingfa / pinn-torch
  PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations
  ☆103Updated 2 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…
  ☆178Updated 2 years ago
• Jianxun-Wang / LabelFree-DNN-Surrogate
  Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning
  ☆88Updated last year
• 314arhaam / heat-pinn
  A Physics-Informed Neural Network to solve 2D steady-state heat equations.
  ☆144Updated 5 months ago
• itsjacobhere / PINN
  Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations
  ☆18Updated 2 years ago
• Jianxun-Wang / phygeonet
  PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain
  ☆85Updated 4 years ago