SebastianPeitz / QuaSiModOLinks
Construction of control systems from predictive models via Quantization, Simulation, Modeling, Optimization
☆12Updated last year
Alternatives and similar repositories for QuaSiModO
Users that are interested in QuaSiModO are comparing it to the libraries listed below
Sorting:
- Data-driven dynamical systems toolbox.☆74Updated 3 weeks ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆55Updated 3 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆38Updated last year
- An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.☆71Updated this week
- ☆29Updated 2 years ago
- A Python package to learn the Koopman operator.☆57Updated 6 months ago
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆75Updated 2 years ago
- Koopman Reduced-Order Nonlinear Identification and Control☆90Updated 5 years ago
- Compressive dynamic mode decomposition with control for compressive system identification☆40Updated 7 years ago
- ☆43Updated 3 years ago
- ☆27Updated 5 years ago
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆29Updated 3 years ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆24Updated 6 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆56Updated 4 years ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆73Updated last year
- The Theory of Functional Connections: A functional interpolation method with applications in solving differential equations.☆40Updated 2 weeks ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 7 years ago
- Data-driven reduced order modeling for nonlinear dynamical systems☆30Updated 2 weeks ago
- Koopman operator identification library in Python, compatible with `scikit-learn`☆75Updated 3 weeks ago
- ☆29Updated 6 years ago
- Code for "SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning" by Zolman et al.☆121Updated 4 months ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆144Updated 3 years ago
- Koopman Kernels for Learning Dynamical Systems from Trajectory Data☆27Updated last year
- PySINDy GUI☆38Updated 2 years ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆74Updated 2 years ago
- Koopman Mode Decomposition☆71Updated 7 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆150Updated last year
- Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems☆114Updated 2 months ago
- Data Science for Dynamical System Course☆118Updated 7 months ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆29Updated 2 years ago