haller-group / SSMLearnLinks
Data-driven reduced order modeling for nonlinear dynamical systems
☆97Updated last month
Alternatives and similar repositories for SSMLearn
Users that are interested in SSMLearn are comparing it to the libraries listed below
Sorting:
- Data-driven reduced order modeling for nonlinear dynamical systems☆34Updated 2 months ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆162Updated last year
- Computation of invariant manifolds in high-dimensional mechanics problems☆29Updated last year
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆41Updated last year
- Computation of invariant manifolds in high-dimensional mechanics problems☆27Updated 2 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆157Updated 4 years ago
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆31Updated 3 years ago
- mathLab mirror of Python Dynamic Mode Decomposition☆110Updated 9 months ago
- ☆27Updated 3 years ago
- Example problems in Physics informed neural network in JAX☆82Updated 2 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 8 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆62Updated 4 years ago
- Matlab implementation of online and window dynamic mode decomposition algorithms☆13Updated 4 years ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆49Updated 8 years ago
- Optimal Control with PDEs solved by a Differentiable Solver☆13Updated last year
- ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis☆56Updated 2 years ago
- Enhancing Dynamic Mode Decomposition using Autoencoder Networks.☆35Updated 4 years ago
- Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)☆66Updated 8 months ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆60Updated 3 years ago
- Compressive dynamic mode decomposition with control for compressive system identification☆41Updated 7 years ago
- Koopman Mode Decomposition☆74Updated 8 years ago
- Easy Reduced Basis method☆92Updated this week
- ☆70Updated last year
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆44Updated 3 years ago
- Research/development of physics-informed neural networks for dynamic systems☆32Updated last year
- Koopman Reduced-Order Nonlinear Identification and Control☆92Updated 5 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆63Updated 5 years ago
- ☆45Updated 4 years ago
- PINNs-JAX, Physics-informed Neural Networks (PINNs) implemented in JAX.☆57Updated last year
- The Theory of Functional Connections: A functional interpolation method with applications in solving differential equations.☆40Updated last week