2026 NeurIPS AtomWorld-Mirror: Macro-Step World Modeling of Critical Evolution Backbones for Materials Dynamics Ziming Pan, Rui Zhang, Hao Han, and 5 more authors In Advances in Neural Information Processing Systems, 2026 Under Review