Human-guided physics-constrained AI agents construct an auditable model of soil-plug evolution

Jie Shi, Yimin Lu, Zhongkun Ouyang

Engineering predictions require physical mechanisms to be translated consistently into equations, discretization, code, and validation, yet errors can propagate despite local check…