wesg52 / sindy_mio_paperLinks
Code for Learning Sparse Nonlinear Dynamics via Mixed Integer Optimization
☆15Updated 3 years ago
Alternatives and similar repositories for sindy_mio_paper
Users that are interested in sindy_mio_paper are comparing it to the libraries listed below
Sorting:
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Updated 3 years ago
- ☆30Updated 7 years ago
- ☆11Updated 4 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆62Updated 5 years ago
- ☆41Updated 7 years ago
- ☆21Updated 2 years ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆28Updated 5 years ago
- Use SINDY algorithm to discover a dynamical system from coronavirus data☆13Updated last year
- Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".☆37Updated 3 years ago
- Interpretable machine learning (symbolic regression) using Genetic programming/Gene expression programming and Sparse regression used …☆34Updated 4 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Updated 3 years ago
- ☆11Updated 4 years ago
- Stochastic Physics-Informed Neural Ordinary Differential Equations☆17Updated 3 years ago
- ☆31Updated 5 months ago
- ☆16Updated last year
- ☆15Updated 3 years ago
- ☆88Updated 2 years ago
- A collection of codes and references for deep learning in fluid dynamics☆18Updated 4 years ago
- Deep learning framework for model reduction of dynamical systems☆21Updated 4 years ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆25Updated 7 years ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆28Updated 3 months ago
- The public repository about our joint FINN research project☆38Updated 2 years ago
- ☆21Updated 4 years ago
- ☆18Updated 4 years ago
- ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis☆55Updated 2 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆56Updated 3 years ago
- ☆33Updated last year
- ☆14Updated 3 years ago
- ☆28Updated 5 years ago
- ☆14Updated 2 years ago