Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)
☆61Jan 8, 2021Updated 5 years ago
Alternatives and similar repositories for dominant-balance
Users that are interested in dominant-balance are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Jan 29, 2025Updated last year
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆27Feb 24, 2022Updated 4 years ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆28Aug 8, 2018Updated 7 years ago
- reinforcement learning for active fluid control☆36Sep 25, 2020Updated 5 years ago
- ☆30Jun 7, 2018Updated 7 years ago
- ☆26Jun 16, 2018Updated 7 years ago
- Solving ODE by artificial neural networks☆22Oct 13, 2018Updated 7 years ago
- Object-oriented multi-mesh version of the classic reacting turbulent multiphase flow solver☆17Updated this week
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆34Oct 30, 2023Updated 2 years ago
- Collection of tutorials for OpenSMOKE++ solvers☆20Jan 7, 2026Updated 2 months ago
- ☆19Jun 19, 2025Updated 9 months ago
- Shallow Learning for Flow Reconstruction with Limited Sensors and Limited Data☆40Dec 28, 2018Updated 7 years ago
- ☆11Mar 31, 2021Updated 4 years ago
- Code for "Learning differential equation models from\\ stochastic agent-based model simulations" by John Nardini, Ruth Baker, Mat Simpson…☆13Sep 7, 2022Updated 3 years ago
- ☆44Feb 1, 2018Updated 8 years ago
- Parallelizing DRL for Active Flow control☆72Jul 27, 2023Updated 2 years ago
- ☆29Mar 18, 2020Updated 6 years ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆81Jan 15, 2026Updated 2 months ago
- This implementation of DeePyMoD is no longer maintained! We switched to a PyTorch based implementation: https://github.com/PhIMaL/DeePyM…☆24Jan 30, 2020Updated 6 years ago
- ☆74Aug 31, 2020Updated 5 years ago
- Basilisk simulations related to my PhD☆20Mar 4, 2020Updated 6 years ago
- Learning unknown ODE models with Gaussian processes☆27Jul 30, 2018Updated 7 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆164Aug 3, 2021Updated 4 years ago
- Gaussian process-based interpretable latent space dynamics identification through deep autoencoder☆38Feb 14, 2026Updated last month
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69May 26, 2020Updated 5 years ago
- A MATLAB package for double frame and time resolved Particle Tracking Velocimetry☆16Feb 11, 2020Updated 6 years ago
- The MegaFlow2D dataset package☆24Sep 21, 2023Updated 2 years ago
- Symbolic XAI explainable machine learning & non-linear regression platform for MATLAB☆17Aug 15, 2022Updated 3 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Jul 30, 2022Updated 3 years ago
- ☆277Nov 4, 2022Updated 3 years ago
- Bayesian System IDentification☆28Jan 24, 2018Updated 8 years ago
- A pyTorch Extension for Applied Mathematics☆40Mar 17, 2020Updated 6 years ago
- Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theo…☆22Apr 7, 2023Updated 2 years ago
- Hidden Fluid Mechanics☆355Jan 30, 2023Updated 3 years ago
- Scripts for optimization class☆10Mar 16, 2018Updated 8 years ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆28Jun 25, 2020Updated 5 years ago
- ☆13Aug 6, 2025Updated 7 months ago
- transfer FlameMaster results on flamelet tables to cantera .csv format☆12Oct 29, 2017Updated 8 years ago
- A Python toolkit to calculate and visualize turbulence anisotropy and turbulent viscosity from Reynolds stress tensor data.☆21Dec 22, 2023Updated 2 years ago