Alternatives and similar repositories for gns

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

• wwMark / meshgraphnets
  Rewrite deepmind/meshgraphnets into pytorch
  ☆86Updated 3 years ago
• echowve / meshGraphNets_pytorch
  PyTorch implementations of Learning Mesh-based Simulation With Graph Networks
  ☆185Updated 2 years ago
• CCSI-Toolset / MGN
  MeshGraphNets (MGN)
  ☆64Updated last year
• wu375 / simple-physics-simulator-pytorch-geometry
  Minimal pytorch version of https://github.com/deepmind/deepmind-research/tree/master/learning_to_simulate
  ☆52Updated 3 years ago
• vc-bonn / Unsupervised_Deep_Learning_of_Incompressible_Fluid_Dynamics
  ☆96Updated 4 months ago
• Eydcao / BSMS-GNN
  ☆55Updated 9 months ago
• brandstetter-johannes / MP-Neural-PDE-Solvers
  Repo to the paper "Message Passing Neural PDE Solvers"
  ☆134Updated 8 months ago
• tum-pbs / DMCF
  Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)
  ☆54Updated last year
• BaratiLab / FGN
  Code repo for Fluid Graph Network
  ☆25Updated 3 years ago
• vc-bonn / Teaching_Incompressible_Fluid_Dynamics_to_3D_CNNs
  ☆59Updated 2 months ago
• tumaer / lagrangebench
  LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite
  ☆63Updated 5 months ago
• locuslab / cfd-gcn
  ☆125Updated 2 years ago
• yellowshippo / penn-neurips2022
  PENN code for NeurIPS 2022
  ☆41Updated 2 years ago
• isl-org / DeepLagrangianFluids
  Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.
  ☆222Updated 9 months ago
• kks32 / learning_to_simulate
  ☆15Updated 3 years ago
• mkirchmeyer / DINo
  Time- and space-continuous neural PDE forecaster based on INRs and ODEs
  ☆65Updated last year
• vc-bonn / Spline_PINN
  ☆108Updated 4 months ago
• LouisSerrano / coral
  ☆31Updated 10 months ago
• snap-stanford / lamp
  [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing
  ☆40Updated last year
• eagle-dataset / EagleMeshTransformer
  Code for Mesh Transformer describes in the EAGLE dataset
  ☆40Updated 3 months ago
• neuraloperator / Geo-FNO
  Geometry-Aware Fourier Neural Operator (Geo-FNO)
  ☆258Updated this week
• mario-linov / graphs4cfd
  Graph Neural Networks (GNN) based solvers for Computational Fluid Dynamics (CFD)
  ☆39Updated last year
• Jianxun-Wang / graphGalerkin
  Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems
  ☆52Updated 3 years ago
• tum-pbs / autoreg-pde-diffusion
  Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation
  ☆86Updated 5 months ago
• dc3042 / CROM_offline_training
  ☆23Updated 2 years ago
• tum-pbs / Solver-in-the-Loop
  Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
  ☆158Updated 2 years ago
• zabaras / transformer-physx
  Transformers for modeling physical systems
  ☆140Updated last year
• gizemdal / MPM-Taichi
  3-D elastic material simulation with Taichi using the Material Point Method (MPM)
  ☆38Updated 4 years ago
• camlab-ethz / ConvolutionalNeuralOperator
  This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
  ☆177Updated last month
• haeriamin / MPM-NGF
  Material Point Method with Nonlocal Granular Fluidity
  ☆26Updated 3 years ago