Matlab files with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz http://www.databookuw.com/
☆323Feb 9, 2024Updated 2 years ago
Alternatives and similar repositories for databook_matlab
Users that are interested in databook_matlab are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Sy…☆1,002Jan 21, 2024Updated 2 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆168Aug 3, 2021Updated 4 years ago
- IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Sy…☆168Jan 24, 2022Updated 4 years ago
- ☆27Jan 12, 2022Updated 4 years ago
- ☆308Apr 29, 2020Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A package for the sparse identification of nonlinear dynamical systems from data☆1,838Mar 24, 2026Updated 2 months ago
- ☆50Aug 31, 2021Updated 4 years ago
- Various finite element implementations for composite laminate plates in MatLab☆11Oct 9, 2017Updated 8 years ago
- All the code needed to learn models from data using Koopman operator approach.☆13Apr 18, 2019Updated 7 years ago
- MA4128 Github Assessment☆10Dec 12, 2021Updated 4 years ago
- ☆23Jul 30, 2021Updated 4 years ago
- PySensors is a Python package for sparse sensor placement☆116Feb 17, 2026Updated 3 months ago
- ☆11Mar 31, 2021Updated 5 years ago
- a repository of the codes related with the paper published in the journal paper (check the readme file).☆20Aug 5, 2020Updated 5 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.
- Supplemental code for "Data-driven Control of Soft Robots Using Koopman Operator Theory," by Daniel Bruder, Xun Fu, R. Brent Gillespie, C…☆84Mar 4, 2020Updated 6 years ago
- A package for computing data-driven approximations to the Koopman operator.☆431Jan 22, 2026Updated 4 months ago
- ☆14Jan 22, 2022Updated 4 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆62Jan 8, 2021Updated 5 years ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆42Sep 7, 2023Updated 2 years ago
- ☆20Dec 22, 2025Updated 5 months ago
- Extended Dynamic Mode Decomposition for system identification from time series data (with dictionary learning, control and streaming opti…☆32Sep 12, 2024Updated last year
- Python tools for non-intrusive reduced order modeling☆21Jan 31, 2026Updated 4 months ago
- ☆385Oct 15, 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.
- ☆12Mar 27, 2020Updated 6 years ago
- A data-driven framework for control of nonlinear flows with Koopman Model Predictive Control☆10May 21, 2018Updated 8 years ago
- Matlab Dynamics and Control☆42Aug 20, 2022Updated 3 years ago
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year
- FEniCS implementation of phase-field fracture model for brittle anisotropic materials☆13Aug 2, 2025Updated 10 months ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆50Jul 11, 2017Updated 8 years ago
- A collection of codes and references for deep learning in fluid dynamics☆19Jun 10, 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
- Data-driven attitude control design for multirotor UAVs☆21May 1, 2017Updated 9 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.
- Training on how to design and simulate a BLDC controller☆16Jun 25, 2021Updated 4 years ago
- Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"☆21Jan 6, 2021Updated 5 years ago
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆45Oct 23, 2022Updated 3 years ago
- This report is developed with the purpose of giving the student a better understanding of what is turbulence modelling and its analysis. …☆10Nov 8, 2020Updated 5 years ago
- ☆29Jun 7, 2018Updated 8 years ago
- A data-driven framework for control of nonlinear flows with Koopman Model Predictive Control☆164Jun 10, 2020Updated 6 years ago
- ☆280Nov 4, 2022Updated 3 years ago