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