Published Classic Quantitative Economics Online 1 Jan 2026 Published Jan 2026DeepHAM: A global solution method for heterogeneous agent models with aggregate shocksJiequn Han · Yucheng Yang · Weinan EDeepHAM represents the distribution of agents through a small set of algorithmically-learned "generalized moments" and uses deep neural networks trained on directly simulated paths to globally solve …