Baldea-Group / DySMHO
☆10Updated 2 years ago
Alternatives and similar repositories for DySMHO:
Users that are interested in DySMHO are comparing it to the libraries listed below
- ☆27Updated 2 years ago
- ☆19Updated 3 years ago
- ☆13Updated 3 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆54Updated 2 years ago
- ☆41Updated 3 years ago
- Material for the tutorial on "Physics-Informed Machine Learning (PIML) for Modeling and Control of Dynamical Systems" presented at the Am…☆18Updated 11 months ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 7 years ago
- SINDy-SA Framework: Enhancing nonlinear system identification with sensitivity analysis☆11Updated 2 years ago
- Koopman Reduced-Order Nonlinear Identification and Control☆87Updated 4 years ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆69Updated 10 months ago
- multifidelity global sensitivity analysis☆16Updated 2 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆33Updated last year
- Computation of invariant manifolds in high-dimensional mechanics problems☆23Updated last year
- ☆21Updated 4 years ago
- Compressive dynamic mode decomposition with control for compressive system identification☆38Updated 7 years ago
- Learning dynamical systems from data: Koopman☆15Updated 5 years ago
- ☆10Updated 3 years ago
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆42Updated 2 years ago
- Data-driven dynamical systems toolbox.☆73Updated 3 weeks ago
- Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)☆48Updated last month
- Learning Koopman operator by EDMD with trainable dictionary☆22Updated 2 years ago
- implicit-SINDy code example from paper "Inferring Biological Networks by Sparse Identification fo Nonlinear Dynamics" http://ieeexplore.i…☆29Updated 7 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆33Updated last year
- Data-driven reduced order modeling for nonlinear dynamical systems☆20Updated last week
- Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theo…☆19Updated last year
- Koopman Mode Decomposition☆71Updated 7 years ago
- Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".☆37Updated 2 years ago
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆28Updated 3 years ago