Alternatives and similar repositories for PINNS-PDE:

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

• PredictiveIntelligenceLab / PINNsNTK
  ☆92Updated 3 years ago
• ASEM000 / Physics-informed-neural-network-in-JAX
  Example problems in Physics informed neural network in JAX
  ☆78Updated last year
• benmoseley / harmonic-oscillator-pinn-workshop
  Introductory workshop on PINNs using the harmonic oscillator
  ☆111Updated 2 years ago
• ShotaDeguchi / PINN_TF2
  Implementation of PINNs in TensorFlow 2
  ☆76Updated last year
• PredictiveIntelligenceLab / CausalPINNs
  ☆158Updated last year
• soanagno / rba-pinns
  Original implementation of fast PINN optimization with RBA weights
  ☆49Updated 5 months ago
• benmoseley / AISE-2024
  ETH Zürich AI in the Sciences and Engineering Master's course 2024
  ☆29Updated 8 months ago
• madagra / basic-pinn
  Basic implementation of physics-informed neural networks for solving differential equations
  ☆84Updated 3 months ago
• AmeyaJagtap / Conservative_PINNs
  We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …
  ☆66Updated 2 years ago
• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆195Updated 3 years ago
• YaoGroup / MultistageNN
  Codes associated with the manuscript titled "Multi-stage neural networks: Function approximator of machine precision"
  ☆38Updated 11 months ago
• shawnrosofsky / PINO_Applications
  Applications of PINOs
  ☆120Updated 2 years ago
• PredictiveIntelligenceLab / MultiscalePINNs
  ☆130Updated 2 years ago
• lululxvi / hpinn
  hPINN: Physics-informed neural networks with hard constraints
  ☆126Updated 3 years ago
• PredictiveIntelligenceLab / Long-time-Integration-PI-DeepONets
  ☆53Updated 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…
  ☆171Updated 2 years ago
• mroberto166 / PinnsSub
  ☆63Updated last year
• okada39 / pinn_burgers
  Physics Informed Neural Network (PINN) for Burgers' equation.
  ☆69Updated 7 months ago
• hojunkim13 / PINNs
  Basic implementation of physics-informed neural network with pytorch.
  ☆64Updated 2 years ago
• Photon-AI-Research / NeuralSolvers
  Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…
  ☆146Updated 2 months ago
• benmoseley / DLSC-2023
  ETH Zürich Deep Learning in Scientific Computing Master's course 2023
  ☆108Updated 8 months ago
• Scien42 / NSFnet
  PINNs for 2D Incompressible Navier-Stokes Equation
  ☆43Updated 10 months ago
• ehsankharazmi / hp-VPINNs
  hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations
  ☆76Updated 2 years ago
• AmeyaJagtap / XPINNs_TensorFlow-2
  XPINN code written in TensorFlow 2
  ☆27Updated 2 years ago
• chen-yingfa / pinn-torch
  PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations
  ☆92Updated 2 years ago
• skoohy / GPT-PINN
  Generative Pre-Trained Physics-Informed Neural Networks Implementation
  ☆87Updated last month
• Vaezi92 / PINNs-TF2.x
  Physics Informed Neural Networks: a starting step for CFD specialists
  ☆29Updated 2 years ago
• okada39 / pinn_wave
  Physics Informed Neural Network (PINN) for the wave equation.
  ☆156Updated 4 years ago
• rezaakb / pinns-tf2
  PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.
  ☆106Updated 10 months ago
• okada39 / pinn_cavity
  Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.
  ☆136Updated 4 years ago