Computational Modeling
Solving real-world electrical and computer engineering problems with computational modeling: mapping engineering tasks to mathematical models, and programming the numerical algorithms needed to work with them in MATLAB, from linear systems and root finding to curve fitting, ODEs, and control systems.
Johns Hopkins · EN.520.123 · Spring 2022
MATLAB
Array and Matrix Operations
Numerical Methods
Scripts, Execution Control, Loops, and Functions
Data Visualization
Scope
Vectorization and Logical Arrays
Polynomials and Functions
Input and Output
Numerical Methods
Linear Systems
Root of a Function
Curve Fitting
Ordinary Differential Equations
- Examples · Numerical Solutions · Taylor Series Method · Heun's Method · Midpoint Method · Runge-Kutt Methods (RK) · Matlab
Control Systems
- Definitions · Why · Transfer Function · Open Loop System · Closed Loop Systems · Goal · Design Process · MATLAB