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For University of Chicago School of Molecular Engineering in 2023-2026, the graph shows 79 visible PIs and 142 internal PI collaborations. The dominant subject mix is Engineering as the leading field (23% of slots across 36 PIs; 36 labels), Materials Chemistry as the leading subfield (13% of slots across 24 PIs; 24 labels), and Advancements in Battery Materials as the leading topic (3% of slots across 8 PIs; 8 labels). That is a healthy pattern, with enough links to reveal several interpretable groups rather than one undifferentiated component. The top weighted PIs are Ying Shirley Meng (47.5 weighted works; Advanced Battery Materials and Technologies, Advancements in Battery Materials). The most visible ties are Juan Pablo and Paul F. Nealey (17 shared works, weight 9.3). The standout breakdown groups are group 1 with 10 PIs, 12 internal connections, weight 42.8, around Polymers and Plastics, Materials Chemistry, Biomedical Engineering, led by Juan Pablo, Stuart J. Rowan, Aaron P. Esser‐Kahn.