☆380Oct 15, 2021Updated 4 years ago
Alternatives and similar repositories for SindyAutoencoders
Users that are interested in SindyAutoencoders are comparing it to the libraries listed below
Sorting:
- A package for the sparse identification of nonlinear dynamical systems from data☆1,757Updated this week
- ☆30Mar 18, 2020Updated 5 years ago
- ☆30Jun 7, 2018Updated 7 years ago
- Discovers high dimensional models from 1D data using deep delay autoencoders☆39Feb 20, 2023Updated 3 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆161Aug 3, 2021Updated 4 years ago
- ☆296Apr 29, 2020Updated 5 years ago
- neural networks to learn Koopman eigenfunctions☆470Mar 22, 2024Updated last year
- Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.☆29Sep 6, 2021Updated 4 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆61May 20, 2022Updated 3 years ago
- ☆44Feb 1, 2018Updated 8 years ago
- Python Dynamic Mode Decomposition☆1,193Dec 19, 2025Updated 2 months ago
- A package for computing data-driven approximations to the Koopman operator.☆409Jan 22, 2026Updated last month
- ☆18Oct 19, 2020Updated 5 years ago
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆87Aug 15, 2022Updated 3 years ago
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Apr 23, 2021Updated 4 years ago
- PySINDy GUI☆47Apr 15, 2023Updated 2 years ago
- ☆275Nov 4, 2022Updated 3 years ago
- ☆52Jun 21, 2023Updated 2 years ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆28Aug 8, 2018Updated 7 years ago
- ☆45Aug 31, 2021Updated 4 years ago
- Enhancing Dynamic Mode Decomposition using Autoencoder Networks.☆35Apr 2, 2021Updated 4 years ago
- Linear and non-linear spectral forecasting algorithms☆139Feb 12, 2021Updated 5 years ago
- Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high perf…☆234Dec 5, 2022Updated 3 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆71Dec 28, 2025Updated 2 months ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆27Feb 24, 2022Updated 4 years ago
- Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation☆843Apr 11, 2025Updated 10 months ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆28Jun 25, 2020Updated 5 years ago
- Consistent Koopman Autoencoders☆75May 23, 2023Updated 2 years ago
- a collection of modern sparse (regularized) linear regression algorithms.☆65May 10, 2020Updated 5 years ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Dec 8, 2022Updated 3 years ago
- ☆19Oct 23, 2020Updated 5 years ago
- ☆40Jul 20, 2023Updated 2 years ago
- Deep learning assisted dynamic mode decomposition☆19Oct 5, 2021Updated 4 years ago
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆32Jan 15, 2022Updated 4 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆31Jul 30, 2022Updated 3 years ago
- Code and files related to random side projects☆21Jan 12, 2022Updated 4 years ago
- ☆26Jun 16, 2018Updated 7 years ago
- Source code for "Probabilistic neural networks for fluid flow model-order reduction and data recovery"☆11Sep 19, 2020Updated 5 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Aug 19, 2017Updated 8 years ago