Shang, Linmei; Wang, Jifeng; Schäfer, David; Heckelei, … - In: Journal of Agricultural Economics 75 (2024) 1, pp. 235-260
challenges affecting model development, debugging and computational demands in application. Surrogate modelling using deep … farm model FarmDyn using different architectures of neural networks. Our specifically designed evaluation metrics allow … practitioners to assess trade‐offs among model fit, inference time and data requirements. All tested neural networks achieve a high …