Explores gradient descent methods for smooth convex and non-convex problems, covering iterative strategies, convergence rates, and challenges in optimization.
Introduces the basics of heterogeneous catalysis, focusing on catalyst types, surface reactivity, and the role of surface energy in catalytic processes.