Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data
☆59May 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:
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆168Aug 3, 2021Updated 4 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆17Aug 19, 2017Updated 8 years ago
- ☆21Sep 28, 2020Updated 5 years ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆29Aug 8, 2018Updated 7 years ago
- ☆308Apr 29, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A package for the sparse identification of nonlinear dynamical systems from data☆1,838Mar 24, 2026Updated 2 months 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
- Koopman Reduced-Order Nonlinear Identification and Control☆93Apr 14, 2020Updated 6 years ago
- Code for the paper, "Industrial, large-scale model predictive control with structured neural networks."☆18Nov 29, 2021Updated 4 years ago
- ☆385Oct 15, 2021Updated 4 years ago
- Benchmark for learning stiff problems using physics-informed machine learning☆13Dec 15, 2021Updated 4 years ago
- Finite State Projection algorithms for chemical reaction networks☆20Updated this week
- ☆29Jun 7, 2018Updated 8 years ago
- ☆16Oct 18, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Use SINDY algorithm to discover a dynamical system from coronavirus data☆12Apr 9, 2024Updated 2 years ago
- ☆14Jan 22, 2022Updated 4 years ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆27Jun 25, 2020Updated 5 years ago
- A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.☆13Apr 2, 2020Updated 6 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Jul 30, 2022Updated 3 years ago
- Julia Catalyst.jl importers for various reaction network file formats like BioNetGen and stoichiometry matrices☆27Jun 4, 2026Updated last week
- ☆14Jul 13, 2022Updated 3 years ago
- A package for computing data-driven approximations to the Koopman operator.☆431Jan 22, 2026Updated 4 months ago
- mechanoChemML library☆17Jan 16, 2026Updated 4 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A package implementing the adaptive Riccati defect correction (ARDC) method for solving oscillatory second order linear ODEs.☆12May 21, 2025Updated last year
- A data-driven framework for control of nonlinear flows with Koopman Model Predictive Control☆10May 21, 2018Updated 8 years ago
- ☆50Nov 6, 2023Updated 2 years ago
- ☆11Mar 31, 2021Updated 5 years ago
- Bayesian System IDentification☆28Jan 24, 2018Updated 8 years ago
- Code for Sparse identification of nonlinear dynamics with Shallow Recurrent Decoder Networks, PNAS.☆47May 20, 2026Updated 3 weeks 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
- ☆44Feb 1, 2018Updated 8 years ago
- ☆30Mar 18, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆80Dec 8, 2022Updated 3 years ago
- PySensors is a Python package for sparse sensor placement☆116Feb 17, 2026Updated 3 months ago
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆34Oct 30, 2023Updated 2 years ago
- A package for the sparse identification of nonlinear dynamical systems from data☆11Mar 3, 2020Updated 6 years ago
- SINDy-SA framework: enhancing nonlinear system identification with sensitivity analysis☆12Apr 24, 2025Updated last year
- ☆28Oct 26, 2022Updated 3 years ago
- Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN☆44Oct 12, 2020Updated 5 years ago