Alternatives and similar repositories for PINA

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

• benmoseley / FBPINNs
  Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…
  ☆471Updated last month
• PredictiveIntelligenceLab / jaxpi
  ☆372Updated last month
• neuraloperator / physics_informed
  ☆491Updated 7 months ago
• jdtoscano94 / Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_PIKANs_DeepONets
  Physics Informed Machine Learning Tutorials (Pytorch and Jax)
  ☆609Updated 8 months ago
• PredictiveIntelligenceLab / Physics-informed-DeepONets
  ☆369Updated 2 years ago
• ehsanhaghighat / sciann
  Deep learning for Engineers - Physics Informed Deep Learning
  ☆351Updated last year
• rezaakb / pinns-tf2
  PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.
  ☆148Updated last year
• levimcclenny / SA-PINNs
  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
  ☆255Updated 4 years ago
• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆227Updated 4 years ago
• lululxvi / deeponet
  Learning nonlinear operators via DeepONet
  ☆716Updated 3 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.
  ☆291Updated 6 months ago
• AmeyaJagtap / XPINNs
  Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…
  ☆220Updated 2 years ago
• jayroxis / PINNs
  PyTorch Implementation of Physics-informed Neural Networks
  ☆679Updated last year
• PML-UCF / pinn
  Physics-informed neural networks package
  ☆332Updated 3 years ago
• PredictiveIntelligenceLab / CausalPINNs
  ☆180Updated last year
• nanditadoloi / PINN
  Simple PyTorch Implementation of Physics Informed Neural Network (PINN)
  ☆343Updated last year
• idrl-lab / idrlnet
  IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.
  ☆241Updated last year
• pierremtb / PINNs-TF2.0
  TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
  ☆263Updated last year
• mroberto166 / CAMLab-DLSCTutorials
  ☆215Updated last year
• omniscientoctopus / Physics-Informed-Neural-Networks
  Investigating PINNs
  ☆687Updated 4 years ago
• lu-group / deeponet-fno
  A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data
  ☆334Updated 2 years ago
• Crunch-UQ4MI / neuraluq
  ☆197Updated 7 months ago
• NeuroDiffGym / neurodiffeq
  A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, i…
  ☆764Updated 3 months ago
• benmoseley / harmonic-oscillator-pinn-workshop
  Introductory workshop on PINNs using the harmonic oscillator
  ☆130Updated 6 months ago
• a1k12 / characterizing-pinns-failure-modes
  Characterizing possible failure modes in physics-informed neural networks.
  ☆144Updated 3 years ago
• benmoseley / DLSC-2023
  ETH Zürich Deep Learning in Scientific Computing Master's course 2023
  ☆120Updated last year
• ehsanhaghighat / sciann-applications
  A place to share problems solved with SciANN
  ☆295Updated 2 years ago
• i207M / PINNacle
  Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
  ☆368Updated last year
• pdebench / PDEBench
  PDEBench: An Extensive Benchmark for Scientific Machine Learning
  ☆990Updated 6 months ago
• okada39 / pinn_wave
  Physics Informed Neural Network (PINN) for the wave equation.
  ☆195Updated 5 years ago