Namitha Chithirasreemadam

My research:

I am part of the Mu2e and ICARUS experiments, based at Fermilab.

My expertise is:

Performing simulations using Geant4, developing pattern recognition algorithms for particle track reconstruction, analysis using ROOT, gaseous detectors

A problem I’m grappling with:

Understanding the ML based Pandora and SPINE reconstruction software used by several neutrino experiments

I’ve got my eyes on:

Use of ML in HEP: particle identification, reconstruction and analyses

I want to know more about:

Parallel programming and ML techniques that can be used in track reconstruction and particle identification