2 papers
cs.DL2025
Synergy, not size: How collaboration architecture shapes scientific disruption
Bili Zheng, Jianhua Hou
The mechanisms driving different types of scientific innovation through collaboration remain poorly understood. Here we develop a comprehensive framework analyzing over 14 million…
cs.DL2025
Beyond Productivity Gaps: Temporal Patterns of Gender Differences in Scientific Knowledge Creation
Bili Zheng, Chenyi Yang, Jianhua Hou
Gender inequality in scientific careers has been extensively documented through aggregate measures such as total publications and cumulative citations, yet the temporal dynamics un…