Deep Learning Modus OperandiExplores the benefits of deeper networks in deep learning and the importance of over-parameterization and generalization.
Numerical analysisCovers advanced numerical analysis topics including deep neural networks and optimization methods.
Finite Element AnalysisCovers the fundamentals of finite element analysis and the application of constitutive laws.