urban-fasel / EnsembleSINDy
☆18Updated 2 years ago
Related projects: ⓘ
- Koopman Reduced-Order Nonlinear Identification and Control☆81Updated 4 years ago
- ☆39Updated 3 years ago
- ☆12Updated 2 years ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆52Updated 4 months ago
- ☆10Updated last year
- Koopman Mode Decomposition☆70Updated 7 years ago
- Dynamic Mode Decomposition (DMD)☆29Updated 2 years ago
- Learning Koopman operator by EDMD with trainable dictionary☆19Updated 2 years ago
- Compressive dynamic mode decomposition with control for compressive system identification☆34Updated 6 years ago
- SINDy-SA Framework: Enhancing nonlinear system identification with sensitivity analysis☆10Updated 2 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆17Updated 7 years ago
- A data-driven framework for control of nonlinear flows with Koopman Model Predictive Control☆111Updated 4 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆50Updated 2 years ago
- Koopman operator☆22Updated 4 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆123Updated 6 months ago
- Tutorial on Gaussian Processes☆59Updated 4 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆127Updated 3 years ago
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆26Updated 2 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆30Updated 8 months ago
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆35Updated last year
- ☆40Updated 6 years ago
- ☆51Updated 6 years ago
- ☆20Updated 3 years ago
- ☆10Updated 3 years ago
- Computing the discrete spectrum of the Koopman operator using Dynamic Mode Decomposition☆10Updated 4 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆25Updated 6 months ago
- Bayesian optimization and active learning with likelihood-weighted acquisition functions☆12Updated 3 months ago
- Deep learning assisted dynamic mode decomposition☆19Updated 2 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆27Updated 2 years ago