Jonathan Epperlein

Overview

Jonathan Epperlein

Pronouns

He/Him/His

Title

Research Scientist

Location

IBM Research Europe - Ireland Dublin, Ireland

Bio

I joined IBM Research Europe's Lab in Dublin in January 2016. Before that, I was a postdoctoral researcher in the Department of Mechanical Engineering at the University of California, Santa Barbara (Go Gauchos!), where I also got my PhD and Master's degrees (2014/2011), both in Electrical Engineering. My undergraduate degree - a German 'Diplom Ingenieur' in Engineering Cybernetics - is from the Otto-von-Guericke University in Magdeburg (2008).

My research interests lie in mathematical modeling and control and any applications thereof, for instance in thermoacoustics, traffic networks, and biological systems. I have worked in reinforcement learning and stochastic process modelling in the context of Smart Cities. Currently, I am working on applications of computer vision, bio-physical modelling, and machine learning to cancer diagnosis and surgical intervention, see also this post on the IBM Research Blog. The project is funded by the Irish government under the Disruptive Technologies Innovation Fund (DTIF) and is done in partnership with the Royal College of Surgeons Ireland and University College Dublin.

Publications

Patents

Blog posts