AtomWorld-Mem: Memory-Restored World States for Long-Horizon Atomistic Evolution
AtomWorld-Mem is introduced, a memory-restored atomistic world model that recovers the latent world state missing from instantaneous crystal snapshots and improves long-horizon atomistic progress under fixed microscopic event budgets while maintaining high-fidelity evolution across energetic, structural, and vacancy-tr...
Tian-Ge Luo, Ru-Ge Zhang, Hao-Zhi Han et al.
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