Find professors who actually fit you

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.

Resume-aware matchingEvidence from recent researchOutreach drafts included

Advisor Match Brief Resume uploaded

Resume signals5 found

NLPHCIFairnessGraph MLPyTorch

Six-agent analysisRunning

Axel · Candidate AnalystResume parsed

Nova · Professor ResearcherRecent papers

Echo · Match ExplainerEvidence linked

Atlas · Strategy AdvisorFit ranked

Lyra · Outreach WriterDraft queued

Juno · Meeting Prep CompilerNext step ready

Dr. Sarah Chen

Stanford · NLP & interpretability

fit

Fairness + NLP projects overlap with her recent work.

Strong methods fit: model evaluation and interpretability.

Clear outreach angle for current trustworthy AI research.

Outreach angle

Ask how her lab is extending interpretability methods into fairness audits for real-world AI systems.

Catie Brown

· Staff AccompanistVerified

Carnegie Mellon University · Drama

Active 1946–2024

h-index129

Citations63.4k

Papers976372 last 5y

Funding—

Faculty page

PhdFit indexes publicly available faculty research signals. Information sourced from public faculty pages, scholarly databases, and lab websites.

ORCID
OpenAlex

See your match with Catie Brown — sign in to PhdFit.Sign in

Research topics

Chemistry
Materials science
Crystallography
Condensed matter physics
Physics

Frequent coauthors

Jeffrey R. Long
University of California, Berkeley
402 shared
Benjamin A. Trump
NIST Center for Neutron Research
296 shared
Matthew R. Hudson
NIST Center for Neutron Research
253 shared
Ryan A. Klein
National Renewable Energy Laboratory
226 shared
Yun Liu
194 shared
Wendy L. Queen
École Polytechnique Fédérale de Lausanne
175 shared
Eric D. Bloch
Indiana University Bloomington
164 shared
Jarad A. Mason
122 shared

Resume-aware match score
Save to shortlist
AI-drafted outreach

See your match with Catie Brown

PhdFit ranks faculty by your research interests, methods, and publications — grounded in their actual work, not templates.

Join the waitlist How it works

Free to start
No credit card
30-second signup