Alternatives and similar repositories for SINDy-PI:

Users that are interested in SINDy-PI are comparing it to the libraries listed below

• baddoo / piDMD
  MATLAB codes for physics-informed dynamic mode decomposition (piDMD)
  ☆134Updated 11 months ago
• dynamicslab / modified-SINDy
  Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…
  ☆54Updated 2 years ago
• eurika-kaiser / KRONIC
  Koopman Reduced-Order Nonlinear Identification and Control
  ☆86Updated 4 years ago
• mathLab / PyDMD
  mathLab mirror of Python Dynamic Mode Decomposition
  ☆82Updated 4 months ago
• urban-fasel / SEIR_SINDY_MPC
  ☆41Updated 3 years ago
• urban-fasel / EnsembleSINDy
  ☆19Updated 3 years ago
• dynamicslab / pykoopman
  A package for computing data-driven approximations to the Koopman operator.
  ☆333Updated 3 months ago
• loiseaujc / SINDy
  ☆41Updated 7 years ago
• baddoo / LANDO
  Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)
  ☆28Updated 3 years ago
• dynamicslab / dominant-balance
  Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)
  ☆55Updated 4 years ago
• eigensteve / pysindy
  A package for the sparse identification of nonlinear dynamical systems from data
  ☆10Updated 4 years ago
• sklus / d3s
  Data-driven dynamical systems toolbox.
  ☆72Updated last month
• luckystarufo / pySINDy
  SINDy (Sparse Identification of Nonlinear Dynamics) algorithms
  ☆72Updated 2 years ago
• andreikitaitsev / SymINDy
  Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…
  ☆74Updated 2 years ago
• ContiPaolo / EKF-SINDy
  Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)
  ☆46Updated last month
• kpchamp / SINDySR3
  ☆27Updated 4 years ago
• EthanJamesLew / AutoKoopman
  AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.
  ☆66Updated 9 months ago
• haller-group / SSMLearn
  Data-driven reduced order modeling for nonlinear dynamical systems
  ☆60Updated 2 months ago
• hyumo / pysindy-gui
  PySINDy GUI
  ☆37Updated last year
• maziarraissi / MultistepNNs
  Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems
  ☆62Updated 4 years ago
• GaloisInc / dlkoopman
  A general-purpose Python package for Koopman theory using deep learning.
  ☆93Updated last week
• maziarraissi / HPM
  Hidden physics models: Machine learning of nonlinear partial differential equations
  ☆143Updated 4 years ago
• eurika-kaiser / SINDY-MPC
  ☆265Updated 4 years ago
• MColbrook / Residual-Dynamic-Mode-Decomposition
  Code for ResDMD: data-driven spectral properties of Koopman Operators
  ☆33Updated 11 months ago
• zhbai / cDMDc
  Compressive dynamic mode decomposition with control for compressive system identification
  ☆38Updated 7 years ago
• william-redman / Koopman-Neural-Network-Training
  Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theo…
  ☆19Updated last year
• opaliss / dmd_autoencoder
  Enhancing Dynamic Mode Decomposition using Autoencoder Networks.
  ☆30Updated 3 years ago
• mbudisic / koopman
  Koopman Mode Decomposition
  ☆71Updated 7 years ago
• tmglncc / SINDy-SA
  SINDy-SA Framework: Enhancing nonlinear system identification with sensitivity analysis
  ☆11Updated 2 years ago
• benmoseley / DLSC-2023
  ETH Zürich Deep Learning in Scientific Computing Master's course 2023
  ☆106Updated 6 months ago