Report summary

The 2024-2026 picture for Northwestern University Department of Engineering Sciences and Applied Mathematics is a 12-PI network with 2 internal PI collaborations. The main research signal is Biochemistry, Genetics and Molecular Biology as the leading field (20% of slots across 5 PIs; 5 labels), Molecular Biology as the leading subfield (16% of slots across 5 PIs; 5 labels), and Single-cell and spatial transcriptomics as the leading topic (8% of slots across 3 PIs; 3 labels). That is a thin collaboration pattern, useful for spotting individual pairs but less persuasive as a broad departmental network. The leading PI names are Luı́s A. Nunes Amaral (6.3 weighted works; Academic integrity and plagiarism, Artificial Intelligence in Healthcare and Education). The clearest collaboration lines are Amir Shee and Cristián Huepe (1 shared works, weight 1). The leading breakdown groups are group 1 with 2 PIs, 1 internal connections, weight 1, around Condensed Matter Physics, Molecular Biology, Physical and Theoretical Chemistry, led by Amir Shee, Cristián Huepe.