Data-driven reduced order modeling for nonlinear dynamical systems
-
Updated
May 15, 2024 - MATLAB
Data-driven reduced order modeling for nonlinear dynamical systems
a gradient-based optimisation routine for highly parameterised non-linear dynamical models
This is a collection of scripts and functions that serve as exercises for understanding and writing various numerical methods from scratch.
A MATLAB suite of initial value problems
Shilling is implementation of 28 Runge Kutta Based fixed-step ODE solvers in MATLAB.
Toolbox for Inferring Interaction Laws from Observing Various Self-Organized Dynamics
Associated Matlab codes for the paper `Predicting the emergence of localised dihedral patterns in models for dryland vegetation', by D. J. Hill, 2023
Assorted Matlab codes for the paper 'Dihedral rings of patterns emerging from a Turing bifurcation' by D.J. Hill, J.J. Bramburger and D.J.B. Lloyd (2022).
A set of Data assimilation tools. Filter smoothers, ensemble and variational methods, localization, etc.
Rational kernel-based interpolation for complex-valued frequency response functions [arXiv:2307.13484]
Final project for University of Colorado ASEN5044: Statistical Estimation of Dynamical Systems. MATLAB scripts analyze and estimate the movement of an orbiter of the asteroid Bennu using optical data from the orbiter's camera.
Eigen Manifold Cross Mapping (EMCM) Toolbox
A project which was made as a part of a university assignment and it includes different calculation of dynamical systems as well as finding stable points etc.
Matlab class/functions to simulate a system implementing a control Lyapunov-control barrier function quadratic program controller.
sssMOR - Sparse State-Space and Model Order Reduction Toolbox
Open-source software for computing the basin stability of multi-stable dynamical systems
Icarus is my Bachelors Thesis. Dynamical Equations Governing the QuadCopter Flying Motions. PID Control, Sliding Mode Control Strategies are Applied. Plus there are Flips!
PaSR-SDE is a code to simulate premixed turbulent combustion in a partially stirred reactor using stochastic mixing models.
SoBioS is an easy-to-run code to compute Sobol' indices for biological systems.
Add a description, image, and links to the dynamical-systems topic page so that developers can more easily learn about it.
To associate your repository with the dynamical-systems topic, visit your repo's landing page and select "manage topics."