Upload your resume. PhdFit's six research agents compare your background with faculty profiles, recent publications, lab focus, and outreach opportunities, then rank professors with evidence you can review.
Ask how her lab is extending interpretability methods into fairness audits for real-world AI systems.

Brown University · Civil Engineering
Active 1986–2024
NSF · $1.8M · 2005–2010
Cellular and Biomolecular Interactions with Graphene-Family Nanomaterials
NSF · $415k · 2011–2015
New Condensed-Phase Approaches for Soot Formation, Aging, and Burnout
NSF · $271k · 2004–2008
Exposure Pathways, Dissolution Kinetics, and Fate of Nano-Silver in the Environment
NSF · $290k · 2010–2013
INSPIRE Track1: Computational Design for the Safe Development of High-Aspect-Ration Nanomaterials
NSF · $750k · 2013–2017
Agnes B. Kane
John Brown University
Indrek Külaots
Zhongying Wang
Muchun Liu
Massachusetts Institute of Technology
Yang Qiu
Brown University
Ph.D., Chemical Engineering
Massachusetts Institute of Technology
PhdFit ranks faculty by your research interests, methods, and publications — grounded in their actual work, not templates.
Gregory P. Crawford
Royal Adelaide Hospital
Kengqing Jian
Brown University
Yantao Chen
Tianjin University of Technology