niallmm / SINDy_AICLinks
combination of sparse identification of nonlinear dynamics with Akaike information criteria
☆16Updated 7 years ago
Alternatives and similar repositories for SINDy_AIC
Users that are interested in SINDy_AIC are comparing it to the libraries listed below
Sorting:
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆24Updated 6 years ago
- ☆11Updated 3 years ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆29Updated 2 years ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆47Updated 7 years ago
- ☆14Updated 3 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆55Updated 3 years ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆12Updated 4 years ago
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆18Updated 6 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆38Updated last year
- Computation of invariant manifolds in high-dimensional mechanics problems☆25Updated last year
- ☆21Updated 4 years ago
- ☆24Updated 6 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆63Updated 5 years ago
- Compressive dynamic mode decomposition with control for compressive system identification☆40Updated 7 years ago
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 5 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆56Updated 4 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆25Updated 3 years ago
- ☆18Updated 4 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- ☆29Updated 6 years ago
- Enhancing Dynamic Mode Decomposition using Autoencoder Networks.☆30Updated 4 years ago
- ☆41Updated 7 years ago
- ☆27Updated 5 years ago
- Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.☆24Updated 3 years ago
- Tutorial on Gaussian Processes☆62Updated 5 years ago
- Pseudospectral Kolmogorov Flow Solver☆40Updated last year
- SINDy-SA framework: enhancing nonlinear system identification with sensitivity analysis☆11Updated last month
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆43Updated 2 years ago
- ☆10Updated 8 months ago