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data-clf

Synthesize control laws from data using SOS optimization

data-measures

Code for discovering invariant measures from data

data-science-methods

This repository contains lecture notes and codes for the course "Computational Methods for Data Science"

datadrivendynsyst

Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems

deep-conjugacies

Code associated to the paper "Deep learning of conjugate mappings"

fkpp-burgers

Code for the paper "The speed of traveling waves in a FKPP-Burgers system"

kernel_sos

minimum-wave-speeds

Code for the paper "Minimum wave speeds in monostable reaction-diffusion equations: sharp bounds by polynomial optimization"

poincare-maps

MATLAB files for discovery of Poincaré maps

slow-discovery

Code for discovering slow timescale dynamics using the SINDy method

stabilizing_upos

Code associated to the paper "Data-driven stabilization of periodic orbits"