baddoo / LANDO
Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)
☆26Updated 2 years ago
Related projects: ⓘ
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆50Updated 2 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆27Updated 2 years ago
- Update PDEKoopman code to Tensorflow 2☆22Updated 3 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆123Updated 6 months ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆17Updated 7 years ago
- ☆40Updated 6 years ago
- Code and files related to random side projects☆21Updated 2 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆55Updated 3 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆25Updated 6 months ago
- mathLab mirror of Python Dynamic Mode Decomposition☆74Updated 9 months ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆66Updated last week
- Enhancing Dynamic Mode Decomposition using Autoencoder Networks.☆27Updated 3 years ago
- ☆12Updated 2 years ago
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆17Updated 5 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆66Updated 4 years ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆42Updated 7 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆127Updated 3 years ago
- ☆21Updated 3 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆59Updated 4 years ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆71Updated last year
- ☆18Updated 2 years ago
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆42Updated 4 years ago
- ☆37Updated 4 years ago
- Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theo…☆20Updated last year
- Deep learning assisted dynamic mode decomposition☆19Updated 2 years ago
- Data-driven reduced order modeling for nonlinear dynamical systems☆12Updated last week
- ☆15Updated last year
- ☆17Updated 3 years ago
- ☆13Updated 4 years ago