Report summary

For University of Virginia Department of Civil and Environmental Engineering in 2015-2026, the graph shows 28 visible PIs and 32 internal PI collaborations. The dominant subject mix is Environmental Science as the leading field (33% of slots across 16 PIs; 16 labels), Environmental Engineering as the leading subfield (14% of slots across 11 PIs; 11 labels), and Flood Risk Assessment and Management as the leading topic (5% of slots across 4 PIs; 4 labels). That is a healthy pattern, with enough links to reveal several interpretable groups rather than one undifferentiated component. The top weighted PIs are Osman E. Ozbulut (41.9 weighted works; Seismic Performance and Analysis, Structural Behavior of Reinforced Concrete). The most visible ties are Negin Alemazkoor and Majid Shafiee‐Jood (7 shared works, weight 3.9); Jonathan L. Goodall and T. Donna Chen (7 shared works, weight 3.4). The standout breakdown groups are group 1 with 7 PIs, 6 internal connections, weight 14.5, around Environmental Engineering, Global and Planetary Change, Electrical and Electronic Engineering, led by Jonathan L. Goodall, T. Donna Chen, Negin Alemazkoor; group 2 with 5 PIs, 5 internal connections, weight 11.5, around Environmental Engineering, Civil and Structural Engineering, Mechanical Engineering, led by Osman E. Ozbulut, James H. Lambert, Andrés F. Clarens.