About

I currently am a member of CMS, which is part of the LHC (a proton-proton collider experiment) at CERN, where I study Higgs boson physics, and the smart pixels team , where I help design detectors with AI on-chip. In the past, I worked on the CAPTAIN experiment, which involved a prototype liquid argon TPC detector built at LANL used to measure high energy neutron cross-sections & event signatures, and I was a member of T2K, a long-baseline neutrino oscillation experiment in Japan.

I will be defending my Ph.D. thesis in March 2025 and am looking for a new position.

Publications

J.Yoo, J. Dickinson, M. Swartz, G. Di Guglielmo, A. Bean, D. Berry, M. Valentin, K. DiPetrillo, F. Fahim, L. Gray, J. Hirschauer, S. Kulkarni, R. Lipton, P. Maksimovic, C. Mills, M. Neubauer, B. Parpillon, G. Pradhan, C. Syal, N. Tran, D. Wen and A. Young, Smart pixel sensors: towards on-sensor filtering of pixel clusters with deep learning, Mach. Learn.: Sci. Technol, 2024
C. Taylor, B. Bhandari, J. Bian, K. Bilton, C. Callahan, J. Chaves, H. Chen, D. Cline, R. Cooper,D. Danielson, J. Danielson, N. Dokania, S. Elliot, S. Fernandes, S. Gardiner, G. Garvey, V. Gehman, F. Giuliani, S. Glavin, M. Gold, C. Grant, E. Guardincerri, T. Haines, A. Higuera, J. Ji, R. Kadel, N. Kamp, A. Karlin, W. Ketchum, L. Koerner, D. Lee, K. Lee, Q. Liu, S. Locke, W. Louis, P. Madigan, A. Manalaysay, J. Maricic, E. Martin, M. Martinez, S. Martynenko, C. Mauger, C. McGrew, J. Medina, P. Medina, A. Mills, G. Mills, J. Mirabal-Martinez, A. Olivier, E. Pantic, B. Philipbar, C. Pitcher, V. Radeka, J. Ramsey, K. Rielage, M. Rosen, A. Sanchez, J. Shin, G. Sinnis, M. Smy, W. Sondheim, I. Stancu, C. Sterbenz, Y. Sun, R. Svoboda, A. Teymourian, C. Thorn, C. Tull, M. Tzanov, R. Van de Water, N. Walsh, H. Wang, Y. Wang, C. Yanagisawa, A. Yarritu, and J. Yoo, The mini-captain liquid argon time projection chamber, Nuclear Instruments and Methods in Physics Research Section A, 2021

Conference Proceedings

N. R. Miniskar, P. Vanna-Iampikul, A. Young, S. K. Lim, F. Liu, J. Yoo, C. Mills, N. Tran, F. Fahim, and J. S. Vetter, A 3d implementation of convolutional neural network for fast inference, 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 2023
S. R. Kulkarni, A. Young, P. Date, N. Rao Miniskar, J. Vetter, F. Fahim, B. Parpillon, J. Dickinson, N. Tran, J. Yoo, C. Mills, M. Swartz, P. Maksimovic, C. Schuman, and A. Bean On-sensor data filtering using neuromorphic computing for high energy physics experiments, ICONS ’23, 2023
J. Pata, J. Duarte, F. Mokhtar, E. Wulff, J. Yoo, J.-R. Vlimant, M. Pierini, M. Girone, and on behalf of the CMS Collaboration, Machine Learning for Particle Flow Reconstruction at CMS, Journal of Physics: Conference Series, 2021

Talks

Smart pixel sensors for the HL-LHC, US Korea Conference (UKC) 2024, Aug. 2024
Smart Pixel Sensors for the HL-LHC, New Perspectives, July 2024
Electron Nuclear Dynamics Simulations of Proton Collisions with Water in Proton Cancer Therapy, Joint Spring 2013 Meeting of the Texas Sections of the APS and AAPT and Zone 13 of the SPS, April 2013

Other

B. Parpillon, C. Syal, J. Yoo, J. Dickinson, M. Swartz, G. Di Guglielmo, A. Bean, D. Berry, M. Blanco Valentin, K. DiPetrillo, A. Badea , L. Gray, P. Maksimovic, C. Mills, M. Neubauer, G. Pradhan , N. Tran, D. Wen, F. Fahim, Smart-Pixels: In-pixel AI for on-sensor data filtering, arXiv:2406.14860v1, 2024
Co-editor of the CMS ML Knowlege Sub-group's ML Newsletters: volume 1, volume 2