Alternatives and similar repositories for basic-pinn:

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

• AdityaLab / pinnsformer
  ☆120Updated 6 months ago
• levimcclenny / SA-PINNs
  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
  ☆220Updated 3 years ago
• PredictiveIntelligenceLab / CausalPINNs
  ☆160Updated last year
• ShotaDeguchi / PINN_TF2
  Implementation of PINNs in TensorFlow 2
  ☆76Updated last year
• soanagno / rba-pinns
  Original implementation of fast PINN optimization with RBA weights
  ☆50Updated this week
• okada39 / pinn_cavity
  Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.
  ☆139Updated 4 years ago
• erfanhamdi / pinn-torch
  Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose
  ☆48Updated 2 years ago
• lu-group / gpinn
  gPINN: Gradient-enhanced physics-informed neural networks
  ☆88Updated 3 years ago
• okada39 / pinn_burgers
  Physics Informed Neural Network (PINN) for Burgers' equation.
  ☆70Updated 8 months ago
• isds-neu / PhyCRNet
  Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs
  ☆147Updated 11 months ago
• hojunkim13 / PINNs
  Basic implementation of physics-informed neural network with pytorch.
  ☆66Updated 2 years ago
• a1k12 / characterizing-pinns-failure-modes
  Characterizing possible failure modes in physics-informed neural networks.
  ☆132Updated 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…
  ☆171Updated 2 years ago
• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆200Updated 3 years ago
• rezaakb / pinns-tf2
  PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.
  ☆112Updated 10 months ago
• okada39 / pinn_wave
  Physics Informed Neural Network (PINN) for the wave equation.
  ☆163Updated 4 years ago
• ShuaiGuo16 / PI-DeepONet
  Implementing a physics-informed DeepONet from scratch
  ☆38Updated last year
• benmoseley / DLSC-2023
  ETH Zürich Deep Learning in Scientific Computing Master's course 2023
  ☆109Updated 8 months ago
• amir-cardiolab / PINN-examples
  Examples implementing physics-informed neural networks (PINN) in Pytorch
  ☆66Updated 3 years ago
• PredictiveIntelligenceLab / PINNsNTK
  ☆92Updated 3 years ago
• nanditadoloi / PINN
  Simple PyTorch Implementation of Physics Informed Neural Network (PINN)
  ☆299Updated 9 months ago
• chen-yingfa / pinn-torch
  PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations
  ☆95Updated 2 years ago
• Scien42 / NSFnet
  PINNs for 2D Incompressible Navier-Stokes Equation
  ☆44Updated 11 months ago
• katiana22 / TL-DeepONet
  Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.
  ☆70Updated last year
• PredictiveIntelligenceLab / MultiscalePINNs
  ☆133Updated 2 years ago
• mroberto166 / CAMLab-DLSCTutorials
  ☆192Updated 8 months ago
• lululxvi / hpinn
  hPINN: Physics-informed neural networks with hard constraints
  ☆130Updated 3 years ago
• benmoseley / harmonic-oscillator-pinn-workshop
  Introductory workshop on PINNs using the harmonic oscillator
  ☆118Updated 2 years ago
• Shengfeng233 / PINN-for-NS-equation
  A pytorch implementaion of physics informed neural networks for two dimensional NS equation
  ☆136Updated last year
• saniaki / sequential_PINN
  Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems
  ☆55Updated 4 years ago