Welcome! I am a Postdoctoral Scholar in the Mathematical Sciences Department at Worcester Polytechnic Institute, Worcester. I obtained my Ph.D. in Mathematcs under the supervision of Dr. Malgorzata Peszynska. My general research interests are machine learning, numerical analysis, partial differential equations and applied functional analysis. My postdoc mentors at WPI are Dr. Burt Tilley and Dr. Randy Paffenroth.

Research Areas

More than four projects

Mathematical treatment and simulations for applications in geosciences.

Deep learning for various data types (LiDAR, crowd flow)

Projects

Topics

Adsorption

Methane in coal beds

Methane hydrates

Mathematical treatment and simulations of the evolution of methane hydrates in sea-beds

LiDAR data

Deep learning in LiDAR data

Crowd flow

Deep learning using simulated crowd flow data