In this seminar, I will present some recent efforts in characterizing "simple chemical systems" by using computational approaches -- primarily atomistic simulations. The processes of interest include energy transfer, simple reactions, and ligand binding. The discussion will also focus on the types of problems for which high-performance computing is a requirement and explore how the dramatically increased computational resources may affect the scientific questions we ask.