benmoseley / FBPINNs

Related projects ⓘ

Alternatives and complementary repositories for FBPINNs

• PredictiveIntelligenceLab / Physics-informed-DeepONets
  ☆276Updated last year
• neuraloperator / physics_informed
  ☆366Updated 8 months ago
• mathLab / PINA
  Physics-Informed Neural networks for Advanced modeling
  ☆388Updated this week
• AmeyaJagtap / XPINNs
  Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…
  ☆151Updated last year
• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆171Updated 3 years ago
• lu-group / deeponet-fno
  DeepONet & FNO (with practical extensions)
  ☆220Updated last year
• ehsanhaghighat / sciann-applications
  A place to share problems solved with SciANN
  ☆249Updated last year
• levimcclenny / SA-PINNs
  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
  ☆177Updated 3 years ago
• PredictiveIntelligenceLab / jaxpi
  ☆221Updated this week
• i207M / PINNacle
  Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
  ☆239Updated 2 months ago
• ehsanhaghighat / sciann
  Deep learning for Engineers - Physics Informed Deep Learning
  ☆322Updated 10 months ago
• mroberto166 / CAMLab-DLSCTutorials
  ☆173Updated 3 months ago
• PredictiveIntelligenceLab / CausalPINNs
  ☆140Updated 8 months ago
• pierremtb / PINNs-TF2.0
  TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
  ☆251Updated 11 months ago
• rezaakb / pinns-torch
  PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.
  ☆249Updated 5 months 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…
  ☆149Updated last year
• okada39 / pinn_wave
  Physics Informed Neural Network (PINN) for the wave equation.
  ☆126Updated 4 years ago
• jdtoscano94 / Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_DeepONets
  Physics Informed Machine Learning Tutorials (Pytorch and Jax)
  ☆458Updated last week
• nanditadoloi / PINN
  Simple PyTorch Implementation of Physics Informed Neural Network (PINN)
  ☆251Updated 4 months ago
• neuraloperator / Geo-FNO
  Geometry-Aware Fourier Neural Operator (Geo-FNO)
  ☆181Updated last year
• camlab-ethz / AI_Science_Engineering
  This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.
  ☆118Updated 3 months ago
• benmoseley / DLSC-2023
  ETH Zürich Deep Learning in Scientific Computing Master's course 2023
  ☆104Updated 3 months ago
• Crunch-UQ4MI / neuraluq
  ☆152Updated 8 months ago
• shawnrosofsky / PINO_Applications
  Applications of PINOs
  ☆109Updated 2 years ago
• PredictiveIntelligenceLab / PINNsNTK
  ☆84Updated 3 years ago
• a1k12 / characterizing-pinns-failure-modes
  Characterizing possible failure modes in physics-informed neural networks.
  ☆119Updated 2 years ago
• jayroxis / PINNs
  PyTorch Implementation of Physics-informed Neural Networks
  ☆524Updated 5 months ago
• lululxvi / hpinn
  hPINN: Physics-informed neural networks with hard constraints
  ☆114Updated 2 years ago
• neuraloperator / graph-pde
  Using graph network to solve PDEs
  ☆340Updated last year
• benmoseley / harmonic-oscillator-pinn-workshop
  Introductory workshop on PINNs using the harmonic oscillator
  ☆92Updated 2 years ago