Bode Diagram SynthesisCovers the synthesis in the Bode diagram, dynamic controls, and the link between the Bode and Nyquist diagrams.
Fluid-Solid Coupling DynamicsExplores fluid-solid coupling dynamics, stability analysis, and system response to external disturbances using MATLAB simulations.
Neural Network TrainingCovers the training process of a neural network, including feedforward, cost function, gradient checking, and visualization of hidden layers.
Turbulence: Numerical Flow SimulationExplores turbulence characteristics, simulation methods, and modeling challenges, providing guidelines for choosing and validating turbulence models.
Numerical analysisCovers advanced numerical analysis topics including deep neural networks and optimization methods.
