- Ph.D., Applied Mathematics, University of Colorado - Boulder
- B.A., Computer Science and Psychology, Swarthmore College
Vermont Complex Systems Institute
Area(s) of expertise
- computational social science
- data science
- applied statistics
BIO
Sam Zhang conducts research on the dynamics of science, inequality in academia, and the broader social impacts of data and networks. At the Vermont Complex Systems Institute, Zhang and his lab develop and apply methods drawing on applied mathematics, network science, and data science. Their work examines how institutions shape scientific careers, how biases and hierarchies propagate through systems, and how quantitative approaches can inform questions of human rights and policy, helping to reveal both structural drivers and actionable insights. His research has appeared in journals such as Nature, PNAS, and Science Advances, and has been applied in contexts ranging from science policy to climate action.
Courses
- STAT/CS/CSYS 5870 - Data Science I: Experience
Publications
Awards and Achievements
US Research Software Sustainability Institute Early-Career Fellow
Bio
Sam Zhang conducts research on the dynamics of science, inequality in academia, and the broader social impacts of data and networks. At the Vermont Complex Systems Institute, Zhang and his lab develop and apply methods drawing on applied mathematics, network science, and data science. Their work examines how institutions shape scientific careers, how biases and hierarchies propagate through systems, and how quantitative approaches can inform questions of human rights and policy, helping to reveal both structural drivers and actionable insights. His research has appeared in journals such as Nature, PNAS, and Science Advances, and has been applied in contexts ranging from science policy to climate action.
Courses
- STAT/CS/CSYS 5870 - Data Science I: Experience
Publications
Awards and Achievements
US Research Software Sustainability Institute Early-Career Fellow