Matlab/Octave Exercises: Strings and Scripts

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Explores numerical integration methods and their application in solving differential equations and simulating physical systems.

Bode Diagram Synthesis

Covers the synthesis in the Bode diagram, dynamic controls, and the link between the Bode and Nyquist diagrams.

Nonlinear Truss System Analysis

Explores nonlinear truss system analysis, covering force-displacement responses, event-to-event principles, and solution algorithms.

Functions: User Defined Functions

Introduces built-in and user-defined functions in MATLAB and Octave.

Data Science Visualization with Pandas

Covers data manipulation and exploration using Python with a focus on visualization techniques.

Introduction to MATLAB Tools and Installation

Covers the introduction to MATLAB tools and provides installation instructions for Thermodynamics-based Flux Analysis, including pre-requirements like GIT and CPLEX.

Gaussian Mixture Models: Data Classification

Explores denoising signals with Gaussian mixture models and EM algorithm, EMG signal analysis, and image segmentation using Markovian models.

Implementation: MATLAB and Octave

Covers the implementation of MATLAB and Octave for beginners, including functions to ask for axes, plot ellipses, load files, and modify axes.

Numerical Methods for Boundary Value Problems

Covers numerical methods for solving boundary value problems using finite difference, FFT, and finite element methods.