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University of Massachusetts Amherst Department of Chemical Engineering in 2018-2020 reads as a 19-PI network with 13 internal PI collaborations. The dominant subject mix is Engineering as the leading field (33% of slots across 14 PIs; 14 labels), Biomedical Engineering as the leading subfield (24% of slots across 12 PIs; 12 labels), and 3D Printing in Biomedical Research as the leading topic (5% of slots across 3 PIs; 3 labels). Overall the pattern is balanced: there is enough structure to identify active groups, while the field mix still leaves room for multiple research identities. The leading PI names are Trisha L. Andrew (26.1 weighted works; Advanced Sensor and Energy Harvesting Materials, Conducting polymers and applications). The most visible ties are Ryan Carpenter and Jungwoo Lee (3 shared works, weight 3). The leading breakdown groups are group 1 with 9 PIs, 11 internal connections, weight 9.9, around Biomedical Engineering, Molecular Biology, Surfaces, Coatings and Films, led by Sarah L. Perry, Michael A. Henson, Shelly R. Peyton.