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
  ☆109Updated 4 years ago
• holl- / PDE-Control
  Code for the ICLR 2020 paper "Learning to Control PDEs"
  ☆35Updated 5 years ago
• Rose-STL-Lab / Equivariant-Net
  ☆35Updated 2 years ago
• pswpswpsw / paper-nif
  ☆39Updated 2 years ago
• tum-pbs / differentiable-piso
  Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"
  ☆39Updated 3 years ago
• PhIMaL / DeePyMoD_torch
  Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]
  ☆33Updated 2 years ago
• luckystarufo / MrCAE
  a multiresolution convolutional autoencoder architecture
  ☆23Updated 4 years ago
• wiewel / LatentSpacePhysics
  Towards Learning the Temporal Evolution of Fluid Flow
  ☆67Updated 5 years ago
• googleinterns / invobs-data-assimilation
  ☆38Updated 4 years ago
• CognitiveModeling / finn
  The public repository about our joint FINN research project
  ☆38Updated 3 years ago
• tum-pbs / half-inverse-gradients
  Source code for the ICLR'22 paper on "Half-Inverse Gradients"
  ☆19Updated 3 years ago
• trainsn / GNN-Surrogate
  GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations - …
  ☆24Updated last year
• tum-pbs / PhiML
  Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy
  ☆93Updated 2 weeks ago
• dbgannon / NNets-and-Diffeqns
  jupyter notebooks for the neural nets and differential equation paper
  ☆28Updated 4 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
• adityabalu / DiffNet
  DiffNet: A FEM based neural PDE solver package
  ☆12Updated last year
• SmartTURB / diffusion-lagr
  Synthetic Lagrangian Turbulence by Generative Diffusion Models
  ☆26Updated last year
• tum-pbs / dl-surrogates
  ☆34Updated 2 years ago
• ZichaoLong / aTEAM
  A pyTorch Extension for Applied Mathematics
  ☆40Updated 5 years ago
• neuraloperator / GANO
  ☆35Updated 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 week
• emazap7 / ANIE
  ☆18Updated 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
• pikarpov-LANL / Sapsan
  ML-based turbulence modeling for astrophysics
  ☆14Updated 2 years ago
• stathius / wave_propagation
  Predicting wave propagation on shallow water with deep neural networks
  ☆22Updated 2 years ago
• tum-pbs / VOLSIM
  VolSiM, a CNN-based metric to compute the similarity of 3D data from numerical simulations
  ☆15Updated 2 years ago
• slimgroup / dfno
  Distributed Fourier Neural Operators
  ☆30Updated 3 years ago
• brandstetter-johannes / LPSDA
  Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"
  ☆55Updated 2 years ago
• sisl / deep_flow_control
  Source code for "Deep Dynamical Modeling and Control of Unsteady Fluid Flows" from NeurIPS 2018
  ☆49Updated 6 years ago
• PredictiveIntelligenceLab / LOCA
  ☆15Updated 2 years ago