Connects computational modeling, material science, and data-driven analysis for advanced materials.
These courses define the exploratory and advanced progression for this minor domain.
The materials science length scale hierarchy: electrons atoms microstructure macroscopic properties as a multiscale computational challenge; Crystal structures as periodic data structures: lattice vectors, basis atoms...
The central challenge of materials ML: representing a crystal structure or molecule as a fixed-length numerical vector without losing physical symmetries; Symmetry constraints as hard requirements on any valid materia...