Using data driven numerical methods to perform system identification, model reduction, and design controllers.
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Updated
May 10, 2024 - MATLAB
Using data driven numerical methods to perform system identification, model reduction, and design controllers.
This repository stores my personal projects related to data science studies.
Contains code and detailed write ups created while taking a class on Data Driven Modeling & Scientific Computation with Professor Nathan Kutz.
An Incremental Approach to Online Dynamic Mode Decomposition for Time-Varying Systems with Applications to EEG Data Modeling
Lane detection for autonomous car using Dynamic mode decomposition
This repository contains all the work developed in the context of the Master Thesis dissertation entitled Model Predictive Control for Wake Steering: a Koopman Dynamic Mode Decomposition Approach. The repository includes all developed documentation (dissertation, extended abstract, poster and presentation) source code (MATLAB script and function…
This repository contains lecture notes and codes for the course "Computational Methods for Data Science"
Dynamic Mode Decomposition (DMD)
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