Nonlinear OptimizationCovers line search, Newton's method, BFGS, and conjugate gradient in nonlinear optimization.
Matrix CalculusCovers the definition and basic operations of matrices, including addition, scalar multiplication, and matrix multiplication.
Convergence of the methodCovers the convergence of the method and the importance of adapting time steps for accurate approximations.
Runge Kutta MethodCovers the Runge Kutta method and its application to optimal control and neural networks.
Velocity Boundary Layer EquationsFocuses on velocity boundary layer equations in laminar flow and covers mass and momentum conservation, Navier-Stokes equations, and the Reynolds number.