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.
Convergence of the methodCovers the convergence of the method and the importance of adapting time steps for accurate approximations.
Optimization MethodsCovers unconstrained and constrained optimization, optimal control, neural networks, and global optimization methods.
Heat Transfer Modes: ConvectionExplores heat transfer modes, emphasizing convection, including forced and natural convection, boundary layers, and heat transfer coefficients.
Numerical analysisCovers advanced numerical analysis topics including deep neural networks and optimization methods.
Turbulence ModelingExplores turbulence characteristics, modeling challenges, and various numerical simulation methods.
Runge Kutta MethodCovers the Runge Kutta method and its application to optimal control and neural networks.
Heat Transfer FundamentalsCovers the fundamentals of heat transfer, focusing on radiation, conduction, and convection, including boundary layers and Nusselt number.