Alternatives and similar repositories for PINNS-PDE

Users that are interested in PINNS-PDE are comparing it to the libraries listed below

• PredictiveIntelligenceLab / CausalPINNs
  ☆192Updated last year
• benmoseley / harmonic-oscillator-pinn-workshop
  Introductory workshop on PINNs using the harmonic oscillator
  ☆136Updated last month
• PredictiveIntelligenceLab / PINNsNTK
  ☆109Updated 4 years ago
• madagra / basic-pinn
  Basic implementation of physics-informed neural networks for solving differential equations
  ☆96Updated last year
• levimcclenny / SA-PINNs
  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
  ☆263Updated 4 years ago
• skoohy / GPT-PINN
  Generative Pre-Trained Physics-Informed Neural Networks Implementation
  ☆113Updated 4 months ago
• shawnrosofsky / PINO_Applications
  Applications of PINOs
  ☆142Updated 3 years ago
• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆235Updated 4 years ago
• benmoseley / FBPINNs
  Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…
  ☆504Updated last month
• okada39 / pinn_wave
  Physics Informed Neural Network (PINN) for the wave equation.
  ☆200Updated 5 years ago
• chen-yingfa / pinn-torch
  PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations
  ☆124Updated 2 months ago
• okada39 / pinn_cavity
  Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.
  ☆155Updated 5 years ago
• AmeyaJagtap / XPINNs
  Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…
  ☆228Updated 2 years ago
• hojunkim13 / PINNs
  Basic implementation of physics-informed neural network with pytorch.
  ☆83Updated 3 years ago
• PredictiveIntelligenceLab / jaxpi
  ☆391Updated last month
• ShotaDeguchi / PINN_TF2
  Implementation of PINNs in TensorFlow 2
  ☆81Updated 2 weeks ago
• LivingMatterLab / xPINNs
  when using, please cite "Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems", CMAME, https://doi.org/1…
  ☆82Updated 3 years ago
• mroberto166 / CAMLab-DLSCTutorials
  ☆213Updated 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…
  ☆201Updated 2 years ago
• PredictiveIntelligenceLab / MultiscalePINNs
  ☆162Updated 3 years ago
• soanagno / rba-pinns
  Original implementation of fast PINN optimization with RBA weights
  ☆68Updated 3 months ago
• AdityaLab / pinnsformer
  ☆191Updated last year
• pierremtb / PINNs-TF2.0
  TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
  ☆265Updated 2 years ago
• camlab-ethz / AI_Science_Engineering
  This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.
  ☆317Updated 7 months ago
• janblechschmidt / PDEsByNNs
  This repository contains a number of Jupyter Notebooks illustrating different approaches to solve partial differential equations by means…
  ☆181Updated 4 years ago
• nguyenkhoa0209 / pinns_tutorial
  Tutorials for Physics-Informed Neural Networks
  ☆109Updated last year
• ASEM000 / Physics-informed-neural-network-in-JAX
  Example problems in Physics informed neural network in JAX
  ☆82Updated 2 years ago
• rezaakb / pinns-tf2
  PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.
  ☆151Updated last year
• ComputationalDomain / PINNs
  ☆198Updated 2 years ago
• benmoseley / DLSC-2023
  ETH Zürich Deep Learning in Scientific Computing Master's course 2023
  ☆121Updated last year