Neural networks under SGDExplores the optimization of neural networks using Stochastic Gradient Descent (SGD) and the concept of dual risk versus empirical risk.
Vector Analysis ReviewCovers unit vectors, coordinate system conversion, divergence, and rotational concepts in vector analysis.
Fluids and ElectromagnetismExplores closed and non-closed surfaces, divergence theorem, Stokes theorem, and fluid properties in fluid dynamics and electromagnetism.
