AdamPurnomo / Extended-Lagrangian-SINDy-xL-SINDy-Links
Repository for xL-SINDy, a robust algorithm to extract Lagrangian of nonlinear dynamical systems from noisy measurement data.
☆12Updated 3 years ago
Alternatives and similar repositories for Extended-Lagrangian-SINDy-xL-SINDy-
Users that are interested in Extended-Lagrangian-SINDy-xL-SINDy- are comparing it to the libraries listed below
Sorting:
- SINDy-SA framework: enhancing nonlinear system identification with sensitivity analysis☆11Updated 4 months ago
- ☆45Updated 4 years ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆78Updated last year
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆152Updated 4 years ago
- PySINDy GUI☆40Updated 2 years ago
- ☆23Updated 3 years ago
- Solve mass spring damper system with phyics-informed neural networks in MATLAB☆13Updated 11 months ago
- Optimal Control with PDEs solved by a Differentiable Solver☆11Updated last year
- Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)☆62Updated 4 months ago
- Data-driven reduced order modeling for nonlinear dynamical systems☆32Updated 3 weeks ago
- Koopman Reduced-Order Nonlinear Identification and Control☆90Updated 5 years ago
- Koopman operator identification library in Python, compatible with `scikit-learn`☆84Updated last month
- Data-driven reduced order modeling for nonlinear dynamical systems☆85Updated 2 months ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆56Updated 3 years ago
- A general-purpose Python package for Koopman theory using deep learning.☆107Updated 6 months ago
- ☆283Updated 5 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 8 years ago
- We discuss nonlinear model predictive control (NMPC) for multi-body dynamics via physics-informed machine learning methods. Physics-infor…☆117Updated last year
- ☆12Updated last year
- Learning Koopman operator by EDMD with trainable dictionary☆26Updated 3 years ago
- ☆14Updated 3 years ago
- ☆10Updated 2 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆26Updated 10 months ago
- Physics Informed Sparse Identification of Nonlinear Dynamics☆10Updated 8 months ago
- Data-driven dynamical systems toolbox.☆75Updated last month
- An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.☆77Updated last month
- Reduced Order Model Predictive Control☆26Updated 3 years ago
- ☆36Updated 9 months ago
- Compressive dynamic mode decomposition with control for compressive system identification☆40Updated 7 years ago
- Koopman Mode Decomposition☆73Updated 8 years ago