Improves the generalizability of deep-learning climate emulators by optimizing the design of training scenarios rather than just scaling data or models. Domain-specific physical-systems ML with limited crossover to general AI/ML practitioner work. By Christopher B. Womack, Shahine Bouabid, Andrei Sokolov et al. (physics.ao-ph/cs.LG).