Alternatives and similar repositories for pinns

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

• madagra / basic-pinn
  Basic implementation of physics-informed neural networks for solving differential equations
  ☆89Updated 5 months ago
• rezaakb / pinns-tf2
  PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.
  ☆124Updated last year
• paulpuren / PhyCRNet
  Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs
  ☆31Updated 3 years ago
• mroberto166 / CAMLab-DLSCTutorials
  ☆197Updated 10 months ago
• benmoseley / DLSC-2023
  ETH Zürich Deep Learning in Scientific Computing Master's course 2023
  ☆112Updated 10 months ago
• hubertbaty / PINNS-PDE
  ☆30Updated last year
• LivingMatterLab / xPINNs
  when using, please cite "Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems", CMAME, https://doi.org/1…
  ☆70Updated 2 years ago
• ShuaiGuo16 / PI-DeepONet
  Implementing a physics-informed DeepONet from scratch
  ☆40Updated last year
• PredictiveIntelligenceLab / CausalPINNs
  ☆165Updated last year
• levimcclenny / SA-PINNs
  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
  ☆229Updated 3 years ago
• benmoseley / harmonic-oscillator-pinn-workshop
  Introductory workshop on PINNs using the harmonic oscillator
  ☆124Updated last month
• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆210Updated 3 years ago
• ASEM000 / Physics-informed-neural-network-in-JAX
  Example problems in Physics informed neural network in JAX
  ☆80Updated last year
• benmoseley / AISE-2024
  ETH Zürich AI in the Sciences and Engineering Master's course 2024
  ☆34Updated 10 months ago
• AdityaLab / pinnsformer
  ☆131Updated 7 months ago
• rmojgani / LPINNs
  To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to…
  ☆49Updated 2 years ago
• PredictiveIntelligenceLab / jaxpi
  ☆308Updated last month
• raj-brown / APMA_2070_ENGN_2912_SPRING_2024
  ☆62Updated 7 months ago
• nguyenkhoa0209 / pinns_tutorial
  Tutorials for Physics-Informed Neural Networks
  ☆68Updated last year
• soanagno / rba-pinns
  Original implementation of fast PINN optimization with RBA weights
  ☆54Updated last month
• skoohy / GPT-PINN
  Generative Pre-Trained Physics-Informed Neural Networks Implementation
  ☆96Updated 3 months ago
• okada39 / pinn_burgers
  Physics Informed Neural Network (PINN) for Burgers' equation.
  ☆70Updated 9 months ago
• FilippoMB / Physics-Informed-Neural-Networks-tutorial
  Hands-on tutorial for implementing Physics Informed Neural Networks in Pytorch
  ☆41Updated last month
• PredictiveIntelligenceLab / PINNsNTK
  ☆97Updated 3 years ago
• shawnrosofsky / PINO_Applications
  Applications of PINOs
  ☆126Updated 2 years ago
• ShotaDeguchi / PINN_TF2
  Implementation of PINNs in TensorFlow 2
  ☆78Updated last year
• okada39 / pinn_cavity
  Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.
  ☆146Updated 4 years ago
• PML-UCF / pinn_ode_tutorial
  ☆124Updated 2 years ago
• PredictiveIntelligenceLab / Physics-informed-DeepONets
  ☆345Updated 2 years ago
• 314arhaam / heat-pinn
  A Physics-Informed Neural Network to solve 2D steady-state heat equations.
  ☆139Updated 4 months ago