Introduces Scientific Machine Learning, emphasizing its application in various scientific fields and the connection between machine learning and physics.
Explores the Bragg-Williams analysis of order-disorder transformations in materials, including enthalpy, entropy, and critical temperature equilibrium.
Explores wave properties, including constant phase surfaces and field polarization, in time and frequency domains, highlighting the importance of peak speed and dispersion relation.