dynamicslab / databook_matlabLinks
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/
☆305Updated last year
Alternatives and similar repositories for databook_matlab
Users that are interested in databook_matlab are comparing it to the libraries listed below
Sorting:
- IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Sy…☆156Updated 3 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆153Updated 4 years ago
- ☆286Updated 5 years ago
- This repository collates a number of MATLAB examples demonstrating Scientific Machine Learning (SciML) and Physics Informed Machine Learn…☆136Updated this week
- Koopman Reduced-Order Nonlinear Identification and Control☆91Updated 5 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆158Updated last year
- Dynamic Mode Decomposition (DMD)☆33Updated 3 years ago
- ☆87Updated last year
- ☆24Updated 3 years ago
- Book on MATLAB with Python 🐍☆84Updated last year
- IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Sy…☆936Updated last year
- A package for computing data-driven approximations to the Koopman operator.☆378Updated 11 months ago
- AleksandarHaber / Subspace-Identification-State-Space-System-Identification-of-Dynamical-Systems-and-Time-Series-☆48Updated 6 months ago
- ☆45Updated 4 years ago
- Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems☆143Updated 2 months ago
- Koopman Mode Decomposition☆73Updated 8 years ago
- Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)☆64Updated 5 months ago
- The MATLAB® Live Task for Python® enables you to write and execute Python code directly inside of a MATLAB Live Script.☆57Updated last year
- Compressive dynamic mode decomposition with control for compressive system identification☆40Updated 7 years ago
- Data-driven reduced order modeling for nonlinear dynamical systems☆89Updated 3 months ago
- PySINDy GUI☆41Updated 2 years ago
- Virtual labs and mechanisms for studying controls.☆83Updated last week
- mathLab mirror of Python Dynamic Mode Decomposition☆105Updated 7 months ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆59Updated 4 years ago
- Imperial College London Optimal Control Software (ICLOCS)☆83Updated last year
- Polynomial Chaos Expansion Toolbox for MATLAB☆34Updated 2 months ago
- Introductory workshop on PINNs using the harmonic oscillator☆129Updated 5 months ago
- Tutorial on Gaussian Processes☆62Updated 5 years ago
- Solve mass spring damper system with phyics-informed neural networks in MATLAB☆13Updated last year
- Constrained deep learning is an advanced approach to training deep neural networks by incorporating domain-specific constraints into the …☆67Updated 5 months ago