Governments and businesses, from insurers and banks to power utilities, have for decades relied on catastrophe models to study their exposure to extreme weather.“Cat” models, as they are nicknamed, produce informed bets on disasters ranging from major earthquakes to specific climatic events, such as hurricanes.This process is slow and expensive. Physics-based models plug vast quantities of data into formulas describing forces such as gravity and friction, in a process that gobbles up computing p...