Smart Pixels
November 1, 2025
·
1 min read
Smart Pixels is a project focused on implementing machine learning models directly on silicon pixels or future detectors to enhance the inference of charged particle track parameters.
Authors
Arghya Ranjan Das
(he/him)
Ph.D. Student | LPC G&V Fellow
Hi, I am a Ph.D. student at Purdue University and cuuently based at Fermilab as LPC G&V Fellow, working on the CMS experiment. My current work focuses specifically on Di-Higgs searches, developing ML solution for real-time detector readout and Outer tracker upgrades.
I am also interested in Theoratical Astrophysics & Cosmology and High-energy physics.