Other• Published on July 8, 2026

AI-integrated models for assessing agricultural resilience

Joshua R. WaiteDana GoldenBrett IndelicatoKevin CampMojdeh SaadatiShannon ReganPatrick SchnableBaskar GanapathysubramanianCarlos MessinaSuzanne ThornsburySoumik Sarkar

Abstract

Agricultural supply chains are vulnerable to disruptions through linked biophysical and economic systems. We develop an AI-powered tool that integrates economic models (GTAP) with biophysical models (APSIM) to analyze supply chain shocks, enabling policymakers and market participants to assess cross-disciplinary impacts through queries and responses written in natural language.