haller-group / SSMLearnPy
Data-driven reduced order modeling for nonlinear dynamical systems
☆26Updated last week
Alternatives and similar repositories for SSMLearnPy
Users that are interested in SSMLearnPy are comparing it to the libraries listed below
Sorting:
- Computation of invariant manifolds in high-dimensional mechanics problems☆25Updated 7 months ago
- Data-driven reduced order modeling for nonlinear dynamical systems☆73Updated last month
- Computation of invariant manifolds in high-dimensional mechanics problems☆24Updated last year
- Koopman Reduced-Order Nonlinear Identification and Control☆89Updated 5 years ago
- Reduced Order Model Predictive Control☆23Updated 3 years ago
- ☆42Updated 3 years ago
- Koopman Mode Decomposition☆71Updated 7 years ago
- Matlab implementation of online and window dynamic mode decomposition algorithms☆13Updated 4 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆38Updated last year
- NLvib is a Matlab tool for nonlinear vibration analysis.☆19Updated 6 months ago
- Compressive dynamic mode decomposition with control for compressive system identification☆39Updated 7 years ago
- An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.☆71Updated 3 weeks ago
- Algebraic Dynamic Mode Decomposition with Model Predictive Control☆24Updated 5 years ago
- computational adjoint-based shape optimization and optimal control software for python☆57Updated this week
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆55Updated 2 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆56Updated 4 years ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆46Updated 7 years ago
- Multibody dynamics project for rigid-flexible systems with actuated joints. Flexible bodies use Cosserat Rod Theory formulated on a Lie G…☆21Updated last year
- Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)☆53Updated 3 weeks ago
- Example problems in Physics informed neural network in JAX☆80Updated last year
- PINNs-JAX, Physics-informed Neural Networks (PINNs) implemented in JAX.☆48Updated 8 months ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆72Updated last month
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆143Updated 3 years ago
- Data-driven dynamical systems toolbox.☆74Updated last week
- Easy Reduced Basis method☆85Updated 2 months ago
- ☆20Updated 2 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 7 years ago
- PySINDy GUI☆38Updated 2 years ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆73Updated last year
- This is a User-Friendly Software Based on Legendre-Gauss-Radau Pseudo Spectral Method in Python to Solve Model Predictive Control Problem…☆9Updated 4 months ago