My group develops algorithms for a diverse set of problems in computational molecular biology. We are particularly interested in predicting specificity in protein interactions and uncovering how molecular interactions and functions vary across context, organisms and individuals. We leverage high-throughput biological datasets in order to develop data-driven algorithms for predicting protein interactions and specificity; for analyzing biological networks in order to uncover cellular organization, functioning, and pathways; for uncovering protein functions via sequences and structures; and for analyzing proteomics and sequencing data. An appreciation of protein structure guides much of our research.
Professor of Computer Science
Lewis-Sigler Institute for Integrative Genomics
Department of Computer Science
msingh at cs.princeton.edu
Mailing Address: 244 Carl Icahn Lab, Princeton University, Princeton, NJ 08544