Hichem Bouchamaoui

My research:

I work with CMS and have worked on several Tracking projects with the goal of improving tracking reconstruction in Run 3 and beyond using CNN and DNN. My current analysis is about boosted Higgs decay to 2 pseudoscalars (same mass) decaying to 4 b (H -> aa -> 4b) and I’ve been training a Particle Net tagger and mass regressor in the context of this analysis.

My expertise is:

CMS Tracking, currently Machine Learning contact of the Tracking POG.

A problem I’m grappling with:

I have quite a few related to my analysis, but that’s an average work day.

I’ve got my eyes on:

My thesis, I’m starting my 6th year..

I want to know more about:

Optimizing my scripts to be memory efficient and make better use of GPUs and other resources.