AtomWorld-Mirror: Macro-Step World Modeling of Critical Evolution Backbones for Materials Dynamics.

arXiv:2610.11527v2 Announce Type: replace Abstract: Atomistic simulation is a fundamental tool for studying long-term materials evolution, from diffusion and defect dynamics to interfacial reactions and fracture. Yet conventional simulators typically advance a