A Structural Dynamics Graph World Model: Unified Modeling, Constrained Rollout, and Interpretable Calibration

Wei Wang, Yaosen Chen, Han Yang +5

The state evolution of a complex system arises jointly from object laws, relational propagation, domain conservation, and unmodeled error. Forcing all sources into one black box ma…