Artificial Intelligence, Machine Learning, Statistical Mechanics.
non-equilibrium statistical mechanics will probably be useful for new machine learning techniques. For example, I think there is some connection between a non-equilibrium driven processes connecting quench disorder system (e.g. spin glass model). Shameless self-promotion here: I wrote a paper on