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cs.CE2026
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…
cs.CE2026
Generative modeling of granular flow on inclined planes using conditional flow matching
Xuyang Li, Rui Li, Teng Man +1
Granular flows govern many natural and industrial processes, yet their interior kinematics and mechanics remain largely unobservable, as experiments access only boundaries or free…