urban-fasel / SEIR_SINDY_MPCLinks
☆45Updated 3 years ago
Alternatives and similar repositories for SEIR_SINDY_MPC
Users that are interested in SEIR_SINDY_MPC are comparing it to the libraries listed below
Sorting:
- Koopman Reduced-Order Nonlinear Identification and Control☆90Updated 5 years ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆76Updated last year
- Compressive dynamic mode decomposition with control for compressive system identification☆40Updated 7 years ago
- ☆280Updated 5 years ago
- ☆22Updated 3 years ago
- Data-driven dynamical systems toolbox.☆74Updated 2 months ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆149Updated 3 years ago
- ☆72Updated 7 years ago
- Koopman Mode Decomposition☆71Updated 7 years ago
- A data-driven framework for control of nonlinear flows with Koopman Model Predictive Control☆146Updated 5 years ago
- Koopman operator☆27Updated 5 years ago
- Reduced Order Model Predictive Control☆24Updated 3 years ago
- Gaussian Process Regression Techniques - The source code corresponding to the Ph.D. thesis.☆71Updated 8 years ago
- AleksandarHaber / Subspace-Identification-State-Space-System-Identification-of-Dynamical-Systems-and-Time-Series-☆46Updated 3 months ago
- ☆10Updated 2 years ago
- We discuss nonlinear model predictive control (NMPC) for multi-body dynamics via physics-informed machine learning methods. Physics-infor…☆113Updated last year
- IIB Master's Project: Deep Learning for Koopman Optimal Predictive Control☆46Updated 4 years ago
- Data-driven Koopman control theory applied to reinforcement learning!☆33Updated last year
- In this toolbox you find a family of PBSID algorithms for LTI, LPV and other model structures.☆15Updated 7 years ago
- Gaussian Process Model Dynamic System Identification Toolbox for Matlab☆94Updated 7 years ago
- Repository for construction of Koopman eigenfunctions for unknown dynamical systems and identification of a lifted state-space model usin…☆28Updated 2 years ago
- Material for the tutorial on "Physics-Informed Machine Learning (PIML) for Modeling and Control of Dynamical Systems" presented at the Am…☆19Updated last year
- Koopman operator identification library in Python, compatible with `scikit-learn`☆80Updated 2 months ago
- Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)☆57Updated 2 months ago
- Learning Koopman operator by EDMD with trainable dictionary☆25Updated 3 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆34Updated last year
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆38Updated last year
- Dynamical System Identification using python incorporating numerous powerful deep learning methods. (deepSI = deep System Identification)☆58Updated 3 months ago
- A general-purpose Python package for Koopman theory using deep learning.☆104Updated 5 months ago
- A framework for neural network control of dynamical systems over graphs.☆57Updated 2 years ago