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Preprint Oct 2026

Hierarchical Relaxation in Large-twist-angle Moire Drives Supermoire Formation

Supermoire lattices in large-angle twisted bilayers have recently been shown to emerge from periodic arrangements of commensurate stacking motifs, yet the microscopic structural mechanism governing their formation has remained unresolved. Here, we uncover the microscopic origin of supermoire order as a hierarchical lat...

Chu-Qiao Shi, Giovanny Espitia, Yan-Xing Li et al. · 0 citations
Review Sep 2026

Strategies for Deploying AI Agents in Production at Scientific User Facilities

Agentic artificial intelligence (AI) is moving beyond research demonstrations toward production use at scientific user facilities, including light sources, neutron sources, nanoscience centers, and autonomous laboratories. Its scientific value extends beyond increasing throughput. Agents can perform repeatable tasks in...

Ming Du, Xiang-Yu Yin, Michael H. Prince et al. · 0 citations

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