My group works broadly in computational molecular biology, as well as its interface with machine learning and algorithms. We leverage high-throughput biological datasets in order to develop data-driven algorithms for inferring protein interactions, specificity and networks; for predicting the impact of mutations and variation, especially in the context of disease; for uncovering protein functions via sequences and structures; and for analyzing biological networks in order to uncover cellular organization, functioning, and pathways. An appreciation of protein structure guides much of our research.

Related People

Ann Cirincione
Graduate Student
Judy T. Du
QCB Graduate Alumni
Anat Etzion-Fuchs
QCB Graduate Alumni
James Fife
Graduate Student
Sara Geraghty
Graduate Student
Sohit Miglani
Graduate Student
Daniel B. Munro
QCB Graduate Alumni
Antonio D. Muscarella
Graduate Student
Prakriti Paul
QCB Graduate Alumni
Mona Singh
Wang Family Professor in Computer Science and the Lewis Sigler Institute for Integrative Genomics
Jose A. Zamalloa
QCB Graduate Alumni