Turbulence: Numerical Flow SimulationExplores turbulence characteristics, simulation methods, and modeling challenges, providing guidelines for choosing and validating turbulence models.
Quasi-newton optimizationCovers gradient line search methods and optimization techniques with an emphasis on Wolfe conditions and positive definiteness.
Numerical analysisCovers advanced numerical analysis topics including deep neural networks and optimization methods.
Optimization MethodsCovers optimization methods without constraints, including gradient and line search in the quadratic case.
