Alternatives and similar repositories for LSIM

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

• maxjiang93 / space_time_pde
  MeshfreeFlowNet: Physical Constrained Space Time Super-Resolution
  ☆107Updated 4 years ago
• Rose-STL-Lab / Equivariant-Net
  ☆35Updated last year
• holl- / PDE-Control
  Code for the ICLR 2020 paper "Learning to Control PDEs"
  ☆33Updated 5 years ago
• tum-pbs / differentiable-piso
  Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"
  ☆38Updated 2 years ago
• googleinterns / invobs-data-assimilation
  ☆37Updated 4 years ago
• tum-pbs / half-inverse-gradients
  Source code for the ICLR'22 paper on "Half-Inverse Gradients"
  ☆18Updated 3 years ago
• trainsn / GNN-Surrogate
  GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations - …
  ☆21Updated last year
• PhIMaL / DeePyMoD_torch
  Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]
  ☆32Updated last year
• luckystarufo / MrCAE
  a multiresolution convolutional autoencoder architecture
  ☆22Updated 4 years ago
• atzberg / gmls-nets
  PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…
  ☆26Updated last year
• pswpswpsw / paper-nif
  ☆38Updated last year
• SmartTURB / diffusion-lagr
  Synthetic Lagrangian Turbulence by Generative Diffusion Models
  ☆24Updated 8 months ago
• wiewel / LatentSpacePhysics
  Towards Learning the Temporal Evolution of Fluid Flow
  ☆64Updated 5 years ago
• amkatrutsa / DeepPDE
  Deep Learning application to the partial differential equations
  ☆30Updated 7 years ago
• karlotness / nn-benchmark
  An extensible benchmark suite to evaluate data-driven physical simulation
  ☆27Updated 3 years ago
• tum-pbs / dl-surrogates
  ☆31Updated 2 years ago
• CognitiveModeling / finn
  The public repository about our joint FINN research project
  ☆37Updated 2 years ago
• martenlienen / finite-element-networks
  Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…
  ☆69Updated last year
• jaggbow / magnet
  This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495
  ☆37Updated 2 years ago
• tum-pbs / Solver-in-the-Loop
  Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
  ☆160Updated 2 years ago
• stathius / wave_propagation
  Predicting wave propagation on shallow water with deep neural networks
  ☆21Updated last year
• Rose-STL-Lab / Turbulent-Flow-Net
  Turbulent flow network source code
  ☆70Updated 4 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
• pikarpov-LANL / Sapsan
  ML-based turbulence modeling for astrophysics
  ☆14Updated last year
• ZichaoLong / aTEAM
  A pyTorch Extension for Applied Mathematics
  ☆39Updated 5 years ago
• adityabalu / DiffNet
  DiffNet: A FEM based neural PDE solver package
  ☆12Updated last year
• 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
• locuslab / cfd-gcn
  ☆125Updated 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 last year
• aligirayhanozbay / poisson_CNN
  Codebase for the Poisson CNN paper
  ☆12Updated 3 years ago