Finite Element ModelingCovers the derivation of the equation of motion, interpolation, Newton's equation, and energy conservation in finite element modeling.
System of ODEsExplores numerical methods for solving ODE systems, stability regions, and absolute stability importance.
Error Estimation in Numerical MethodsExplores error estimation in numerical methods for solving ordinary differential equations, emphasizing the impact of errors on solution accuracy and stability.
Multi-layer Neural NetworksCovers the fundamentals of multi-layer neural networks and the training process of fully connected networks with hidden layers.
Euler Forward MethodIntroduces the Euler Forward Method for ODEs, focusing on error analysis and stability.