Fan, Benjamin; Qiao, Edward; Jiao, Anran; Gu, Zhouzhou; … - 2023
We develop a methodology that utilizes deep learning to simultaneously solve and estimate canonical continuous-time general equilibrium models in financial economics. We illustrate our method in two examples: (1) industrial dynamics of firms and (2) macroeconomic models with financial frictions....