Welcome! I am an assistant professor at CUNY- New York City College of Technology. Prior to this, I held a similar position at the CS department in Yeshiva College-Yeshiva University. I was a postdoctoral Scholar in the Mathematical Sciences Department at Worcester Polytechnic Institute and a postdoctoral visiting scholar at ICERM, Brown University. I obtained my Ph.D. in Mathematics at Oregon State University under the supervision of Dr. Malgorzata Peszynska. My general research interests are machine learning/statistical learning, deep learning, numerical analysis, partial differential equations and applied functional analysis. I always look forward to collaborating on interdisciplinary scientific projects at all levels.

I enjoy collaborating with undergraduate students on research. Check out a video of my students talking about their research experience with me on summer 2020 (the pandemic summer.)

Yeshiva College C.S. Students Summer Research with D. F. Patricia Medina

Check out the teaching blog a just initiated where I share short summaries of my lectures and reflections about my expriences in the classroom:

Patricia's Teaching Blog

Research Areas

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

Machine Learning in LiDAR 3D point clouds

Deep learning in LiDAR data

Crowd flow

Deep learning using simulated crowd flow data