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Alexandre V. Morozov
Full Professor, Physics & Astronomy, Rutgers University
Joined
July 2019
Names
Alexandre V. Morozov
(Preferred)
,
Alexandre Morozov
Emails
****@physics.rutgers.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
Career & Education History
Full Professor
Physics & Astronomy,
Rutgers University
(rutgers.edu)
2017
–
Present
Associate Professor
Physics & Astronomy,
Rutgers University
(rutgers.edu)
2012
–
2017
Assistant Professor
Physics & Astronomy,
Rutgers University
(rutgers.edu)
2007
–
2012
Postdoc
Rockefeller University
(rockefeller.edu)
2003
–
2007
PhD student
University of Washington
(uw.edu)
1995
–
2003
Advisors, Relations & Conflicts
Postdoc Advisor
Eric Siggia
2003
–
2007
PhD Advisor
David Baker
1998
–
2003
Expertise
AI in physics and biology
,
explainable AI
2020
–
Present
Network analysis
,
random walks on networks
,
stochastic processes
2015
–
Present
Publications
Activation Functions Control Finite-Width Concentration in Wide Neural Networks
Soumya Ganguly
,
Nilava Metya
,
Alexandre V. Morozov
,
Anirvan M. Sengupta
HiLD at ICML 2026 Poster
Readers:
Everyone
Attention as In-Context Empirical Bayes: A Two-Stage View via Particle Dynamics
Matthew Smart
,
Soumya Ganguly
,
Nilava Metya
,
Alexandre V. Morozov
,
Anirvan M. Sengupta
ICML 2026 FoGen Workshop Poster
Readers:
Everyone
OBSERVATIONAL DATA ONLY: Inferring Protein Signaling Pathways with Local Information- Rewarded Generative Flow Networks
Haoming Gong
,
Chengyuan Deng
,
Yongfeng Zhang
,
Alexandre Morozov
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
Co-Authors
Anirvan M. Sengupta
Chengyuan Deng
Haoming Gong
Matthew Smart
Nilava Metya
Soumya Ganguly
Yongfeng Zhang