Finite Element ModelingCovers the derivation of the equation of motion, interpolation, Newton's equation, and energy conservation in finite element modeling.
Numerical analysisCovers advanced numerical analysis topics including deep neural networks and optimization methods.
Quasi-newton optimizationCovers gradient line search methods and optimization techniques with an emphasis on Wolfe conditions and positive definiteness.
Finite Element AnalysisCovers the fundamentals of finite element analysis, including traction and interpolation functions.
Finite Element AnalysisCovers the fundamentals of finite element analysis and the application of constitutive laws.
Optimization MethodsCovers optimization methods without constraints, including gradient and line search in the quadratic case.
