Alternatives and similar repositories for DataDrivenLinearization

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

• mathLab / ATHENA
  ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis
  ☆56Updated 2 years ago
• panchgonzalez / nmor
  Deep learning framework for model reduction of dynamical systems
  ☆21Updated 5 years ago
• haller-group / SSMLearn
  Data-driven reduced order modeling for nonlinear dynamical systems
  ☆99Updated 2 weeks ago
• tum-pbs / differentiable-piso
  Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"
  ☆40Updated 3 years ago
• sebastkm / hybrid-fem-nn
  ☆33Updated 3 years ago
• kopanicakova / HINTS_precond
  This repository contains code, which was used to generate large-scale results in the HINTS paper.
  ☆36Updated last year
• elizqian / operator-inference
  ☆10Updated 2 years ago
• rezaakb / pinns-jax
  PINNs-JAX, Physics-informed Neural Networks (PINNs) implemented in JAX.
  ☆58Updated last year
• dynamicslab / dominant-balance
  Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)
  ☆62Updated 5 years ago
• maziarraissi / NumericalGP
  Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations
  ☆69Updated 5 years ago
• merantix-momentum / gnn-bvp-solver
  Source code for paper "Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks"
  ☆19Updated 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-…
  ☆20Updated 3 years ago
• opaliss / dmd_autoencoder
  Enhancing Dynamic Mode Decomposition using Autoencoder Networks.
  ☆35Updated 4 years ago
• jain-shobhit / SSMTool
  Computation of invariant manifolds in high-dimensional mechanics problems
  ☆29Updated last year
• llnl / DD-NM-ROM
  ☆16Updated last year
• FrancescoRegazzoni / LDNets
  ☆63Updated last year
• fpichi / gca-rom
  GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.
  ☆37Updated 2 months ago
• SmartTURB / diffusion-lagr
  Synthetic Lagrangian Turbulence by Generative Diffusion Models
  ☆26Updated last year
• llnl / LaSDI
  ☆55Updated 2 years ago
• GaoyuanWu / JaxSSO
  A differentiable finite element analysis solver for structural optimization based on JAX
  ☆39Updated last month
• cwrowley / dmdtools
  A library of tools for computing variants of Dynamic Mode Decomposition
  ☆49Updated 8 years ago
• ASEM000 / Physics-informed-neural-network-in-JAX
  Example problems in Physics informed neural network in JAX
  ☆81Updated 2 years ago
• barkm / torch-fenics
  PyTorch-FEniCS interface
  ☆106Updated 4 years ago
• MColbrook / Residual-Dynamic-Mode-Decomposition
  Code for ResDMD: data-driven spectral properties of Koopman Operators
  ☆42Updated last year
• dynamicslab / modified-SINDy
  Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…
  ☆61Updated 3 years ago
• llnl / GPLaSDI
  Gaussian process-based interpretable latent space dynamics identification through deep autoencoder
  ☆37Updated last week
• lu-group / multifidelity-deeponet
  Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of n…
  ☆39Updated 2 years ago
• pehersto / ng
  Neural Galerkin
  ☆16Updated 2 years ago
• dynamicslab / hydrogym
  An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.
  ☆93Updated last week
• kfukami / CNN-SINDy-MLROM
  Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.
  ☆29Updated 4 years ago