Alternatives and similar repositories for GNN-Surrogate

Users that are interested in GNN-Surrogate are comparing it to the libraries listed below

• maxjiang93 / space_time_pde
  MeshfreeFlowNet: Physical Constrained Space Time Super-Resolution
  ☆107Updated 4 years ago
• tum-pbs / LSIM
  LSiM is a learned metric to compute distance values for 2D data from numerical simulations
  ☆28Updated last year
• pierremtb / POD-UQNN
  Uncertainty Quantification in the POD-NN framework
  ☆23Updated 4 years ago
• googleinterns / invobs-data-assimilation
  ☆39Updated 4 years ago
• Rose-STL-Lab / Equivariant-Net
  ☆35Updated 2 years ago
• pswpswpsw / paper-nif
  ☆38Updated 2 years ago
• tum-pbs / differentiable-piso
  Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"
  ☆39Updated 2 years 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
• Rose-STL-Lab / Turbulent-Flow-Net
  Turbulent flow network source code
  ☆70Updated 5 months ago
• locuslab / cfd-gcn
  ☆126Updated 2 years ago
• atzberg / gmls-nets
  PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…
  ☆27Updated last year
• CCSI-Toolset / MGN
  MeshGraphNets (MGN)
  ☆67Updated last year
• caidao22 / pnode
  A Python library for training neural ODEs.
  ☆25Updated 6 months ago
• tum-pbs / dl-surrogates
  ☆31Updated 2 years ago
• dengwirda / jigsaw-python
  Python bindings for JIGSAW: a Delaunay-based unstructured mesh generator.
  ☆45Updated this week
• piyueh / TorchSWE
  A GPU shallow-water equation (SWE) solver
  ☆14Updated 3 years ago
• CognitiveModeling / finn
  The public repository about our joint FINN research project
  ☆38Updated 2 years ago
• kfukami / Voronoi-CNN
  Sample codes for training of Voronoi-tessellation-assisted convolutional neural network by Fukami et al. (Nature Machine Intelligence 202…
  ☆53Updated 2 years ago
• luckystarufo / MrCAE
  a multiresolution convolutional autoencoder architecture
  ☆22Updated 4 years ago
• jeremygibbs / pyBurgers
  One-dimensional DNS and LES of Burgers turbulence written in Python
  ☆30Updated last year
• PhIMaL / DeePyMoD_torch
  Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]
  ☆32Updated last year
• loliverhennigh / Steady-State-Flow-With-Neural-Nets
  A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation
  ☆167Updated 6 years ago
• stathius / wave_propagation
  Predicting wave propagation on shallow water with deep neural networks
  ☆22Updated last year
• cics-nd / cnn-surrogate
  Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification
  ☆106Updated 5 years ago
• pswpswpsw / nif
  A library for dimensionality reduction on spatial-temporal PDE
  ☆66Updated last year
• fluiddyn / fluiddyn
  base package of FluidDyn project (publish-only mirror). For issues and merge requests, https://foss.heptapod.net/fluiddyn/fluiddyn
  ☆30Updated last month
• LukasMosser / DeepFlow
  Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"
  ☆34Updated 6 years ago
• barkm / torch-fenics
  PyTorch-FEniCS interface
  ☆101Updated 4 years ago
• rmojgani / PhysicsAwareAE
  The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…
  ☆19Updated 2 years ago
• holl- / PDE-Control
  Code for the ICLR 2020 paper "Learning to Control PDEs"
  ☆34Updated 5 years ago