Prof. Ferguson presents two talks at the AIChE Annual Meeting. In “Multiscale Systems Biology” he described the development of HIV and HCV fitness landscapes, including some of Greg’s recent and exciting results. In “Computational Studies of Self-Assembly I” he presented Andrew’s beautiful work on the development of a new machine learning algorithm to infer self-assembly mechanisms and kinetic free energy landscapes.