Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)
☆62Jan 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
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
- ☆30Jun 7, 2018Updated 7 years ago
- ☆26Jun 16, 2018Updated 7 years ago
- Solving ODE by artificial neural networks☆22Oct 13, 2018Updated 7 years ago
- a collection of modern sparse (regularized) linear regression algorithms.☆65May 10, 2020Updated 5 years ago
- ☆30Mar 18, 2020Updated 5 years ago
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆33Oct 30, 2023Updated 2 years ago
- reinforcement learning for active fluid control☆36Sep 25, 2020Updated 5 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
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆80Jan 15, 2026Updated last month
- Shallow Learning for Flow Reconstruction with Limited Sensors and Limited Data☆40Dec 28, 2018Updated 7 years ago
- ☆11Mar 31, 2021Updated 4 years ago
- Parallelizing DRL for Active Flow control☆71Jul 27, 2023Updated 2 years ago
- The MegaFlow2D dataset package☆24Sep 21, 2023Updated 2 years ago
- Python implementation of Underdamped Langevin Inference, a method to infer the dynamical equation of underdamped stochastic systems from …☆17Jun 20, 2025Updated 8 months ago
- Repository for Deterministic Particle Flow Control framework☆10Nov 13, 2022Updated 3 years ago
- MITgcm simulation of an ocean gyre in a rotating tank.☆11Feb 19, 2022Updated 4 years ago
- ☆44Feb 1, 2018Updated 8 years ago
- ☆19Jun 19, 2025Updated 8 months ago
- Convert a mesh from VTK format to OpenFOAM☆11Jan 22, 2013Updated 13 years ago
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆10Mar 20, 2023Updated 2 years ago
- General toolbox for 4D Particle Tracking Velocimetry. Allows you to track in space and time hundreds or a few thousand of lagrangian trac…☆12Apr 29, 2025Updated 10 months ago
- Symbolic XAI explainable machine learning & non-linear regression platform for MATLAB☆17Aug 15, 2022Updated 3 years ago
- ☆74Aug 31, 2020Updated 5 years ago
- Bayesian System IDentification☆28Jan 24, 2018Updated 8 years ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆28Jun 25, 2020Updated 5 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆161Aug 3, 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
- ☆12Nov 3, 2021Updated 4 years ago
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆34Jul 1, 2022Updated 3 years ago
- Object-oriented multi-mesh version of the classic reacting turbulent multiphase flow solver☆17Feb 20, 2026Updated last week
- ☆15Nov 18, 2024Updated last year
- ☆275Nov 4, 2022Updated 3 years ago
- Learning unknown ODE models with Gaussian processes☆27Jul 30, 2018Updated 7 years ago
- implicit-SINDy code example from paper "Inferring Biological Networks by Sparse Identification fo Nonlinear Dynamics" http://ieeexplore.i…☆31Oct 2, 2017Updated 8 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆31Jul 30, 2022Updated 3 years ago
- PDE-Net: Learning PDEs from Data☆329Jun 26, 2021Updated 4 years ago