AtomWorld-Mem: Memory-Restored World States for Long-Horizon Atomistic Evolution.

arXiv:2609.31133v3 Announce Type: replace Abstract: High-fidelity atomistic evolution over long timescales requires more than observing the current crystal configuration. Instantaneous atomistic snapshots are often incomplete: locally similar configurations ca