Optimization MethodsCovers unconstrained and constrained optimization, optimal control, neural networks, and global optimization methods.
Finite Element ModelingCovers the derivation of the equation of motion, interpolation, Newton's equation, and energy conservation in finite element modeling.
Finite Element MethodCovers the Finite Element Method, discussing the derivation of the equation of motion and exploring mass and stiffness matrices.
Numerical analysisCovers advanced numerical analysis topics including deep neural networks and optimization methods.