Alternatives and similar repositories for graph-pde

Users that are interested in graph-pde are comparing it to the libraries listed below

• neuraloperator / physics_informed
  ☆508Updated 10 months ago
• pdearena / pdearena
  ☆288Updated last year
• pdebench / PDEBench
  PDEBench: An Extensive Benchmark for Scientific Machine Learning
  ☆1,060Updated 8 months ago
• camlab-ethz / poseidon
  Code for the paper "Poseidon: Efficient Foundation Models for PDEs"
  ☆168Updated 9 months ago
• neuraloperator / Geo-FNO
  Geometry-Aware Fourier Neural Operator (Geo-FNO)
  ☆303Updated 8 months ago
• camlab-ethz / ConvolutionalNeuralOperator
  This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
  ☆205Updated 2 months ago
• a1k12 / characterizing-pinns-failure-modes
  Characterizing possible failure modes in physics-informed neural networks.
  ☆150Updated 4 years ago
• PredictiveIntelligenceLab / jaxpi
  ☆402Updated 2 months ago
• lululxvi / deeponet
  Learning nonlinear operators via DeepONet
  ☆756Updated 3 years ago
• lu-group / deeponet-fno
  A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data
  ☆355Updated 2 years ago
• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆241Updated 4 years ago
• PredictiveIntelligenceLab / Physics-informed-DeepONets
  ☆384Updated 3 years ago
• PredictiveIntelligenceLab / CausalPINNs
  ☆199Updated last year
• brandstetter-johannes / MP-Neural-PDE-Solvers
  Repo to the paper "Message Passing Neural PDE Solvers"
  ☆147Updated last year
• alasdairtran / fourierflow
  [ICLR 2023] Factorized Fourier Neural Operators
  ☆188Updated 2 years ago
• i207M / PINNacle
  Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
  ☆393Updated last year
• benmoseley / FBPINNs
  Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…
  ☆519Updated 2 months ago
• PredictiveIntelligenceLab / MultiscalePINNs
  ☆168Updated 3 years ago
• AmeyaJagtap / XPINNs
  Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…
  ☆241Updated 3 years ago
• mathLab / PINA
  Physics-Informed Neural networks for Advanced modeling
  ☆699Updated last week
• shawnrosofsky / PINO_Applications
  Applications of PINOs
  ☆145Updated 3 years ago
• thuml / Transolver
  About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…
  ☆263Updated this week
• camlab-ethz / AI_Science_Engineering
  This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.
  ☆330Updated 8 months ago
• Crunch-UQ4MI / neuraluq
  ☆200Updated 10 months ago
• levimcclenny / SA-PINNs
  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
  ☆270Updated 4 years ago
• ehsanhaghighat / sciann
  Deep learning for Engineers - Physics Informed Deep Learning
  ☆363Updated 2 years ago
• AdityaLab / pinnsformer
  ☆196Updated last year
• bitzhangcy / Neural-PDE-Solver
  ☆1,079Updated last week
• snagcliffs / PDE-FIND
  ☆274Updated 3 years ago
• isds-neu / EQDiscovery
  Physics-informed learning of governing equations from scarce data
  ☆167Updated 2 years ago