Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data
☆58May 20, 2022Updated 4 years ago
Alternatives and similar repositories for modified-SINDy
Users that are interested in modified-SINDy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆17Aug 19, 2017Updated 8 years ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆29Aug 8, 2018Updated 7 years ago
- Repository for xL-SINDy, a robust algorithm to extract Lagrangian of nonlinear dynamical systems from noisy measurement data.☆13Aug 8, 2022Updated 3 years ago
- Finite State Projection algorithms for chemical reaction networks☆20Jul 13, 2026Updated last week
- Code for the paper, "Industrial, large-scale model predictive control with structured neural networks."☆17Nov 29, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Koopman Reduced-Order Nonlinear Identification and Control☆93Apr 14, 2020Updated 6 years ago
- ☆388Oct 15, 2021Updated 4 years ago
- A package for the sparse identification of nonlinear dynamical systems from data☆1,859Jun 10, 2026Updated last month
- Benchmark for learning stiff problems using physics-informed machine learning☆13Dec 15, 2021Updated 4 years ago
- ☆29Jun 7, 2018Updated 8 years ago
- A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.☆13Apr 2, 2020Updated 6 years ago
- ☆15Dec 18, 2023Updated 2 years ago
- Code for Learning Sparse Nonlinear Dynamics via Mixed Integer Optimization☆16Jun 13, 2022Updated 4 years ago
- Use SINDY algorithm to discover a dynamical system from coronavirus data☆12Apr 9, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆14Jan 22, 2022Updated 4 years ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆27Jun 25, 2020Updated 6 years ago
- A package for computing data-driven approximations to the Koopman operator.☆441Jan 22, 2026Updated 5 months ago
- ☆14Jul 13, 2022Updated 4 years ago
- Julia Catalyst.jl importers for various reaction network file formats like BioNetGen and stoichiometry matrices☆26Jul 12, 2026Updated last week
- A data-driven framework for control of nonlinear flows with Koopman Model Predictive Control☆10May 21, 2018Updated 8 years ago
- A hackable Lyapunov exponents calculator☆14Feb 8, 2020Updated 6 years ago
- A package implementing the adaptive Riccati defect correction (ARDC) method for solving oscillatory second order linear ODEs.☆12May 21, 2025Updated last year
- ☆52Nov 6, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Bayesian System IDentification☆28Jan 24, 2018Updated 8 years ago
- Reservoir computing utilities for scientific machine learning (SciML)☆228Updated this week
- ☆11Mar 31, 2021Updated 5 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Feb 24, 2022Updated 4 years ago
- A package for the sparse identification of nonlinear dynamical systems from data☆11Mar 3, 2020Updated 6 years ago
- ☆63Jul 24, 2019Updated 6 years ago
- ☆44Feb 1, 2018Updated 8 years ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆81Dec 8, 2022Updated 3 years ago
- Staggered HARd-constrained Physics-Informed Neural Networks for Phase-field modelling of corrosion☆16Feb 19, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- SINDy-SA framework: enhancing nonlinear system identification with sensitivity analysis☆12Apr 24, 2025Updated last year
- a collection of modern sparse (regularized) linear regression algorithms.☆65May 10, 2020Updated 6 years ago
- Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN☆44Oct 12, 2020Updated 5 years ago
- ☆28Oct 26, 2022Updated 3 years ago
- Backward-filtering forward-guiding with StochasticDiffEq.jl☆12Feb 23, 2024Updated 2 years ago
- This implementation of DeePyMoD is no longer maintained! We switched to a PyTorch based implementation: https://github.com/PhIMaL/DeePyM…☆24Jan 30, 2020Updated 6 years ago
- Generalized sparse regression for continuous and discrete data☆15Feb 23, 2026Updated 4 months ago