Scholar
Rahul Kulkarni
Google Scholar ID: N2VGOpkAAAAJ
Professor, Department of Physics, University of Massachusetts Boston
Citations & Impact
Citations
1,001
H-index
13
i10-index
18
Publications
20
Co-authors
8
list available
Contact
No contact links provided.
Publications
Resume (English only)
Research Experience
- Research in my group has focused on combining analytical approaches from mathematics and physics with numerical simulations to model stochasticity in gene expression and its regulation. We are also currently developing new approaches for entropy-regularized reinforcement learning using the analytical framework of large deviation theory as developed in recent research in non-equilibrium statistical mechanics.
Background
- My current research focuses on stochastic modeling of gene expression, particularly rare events, and on developing novel analytical and computational approaches for entropy-regularized reinforcement learning.
