The Optimal use of Segmentation for Sampling Calorimeters

1 code implementation • 2 Oct 2023 • Fernando Torales Acosta, Bishnu Karki, Piyush Karande, Aaron Angerami, Miguel Arratia, Kenneth Barish, Ryan Milton, Sebastián Morán, Benjamin Nachman, Anshuman Sinha

One of the key design choices of any sampling calorimeter is how fine to make the longitudinal and transverse segmentation.

Segmentation

Comparison of Point Cloud and Image-based Models for Calorimeter Fast Simulation

1 code implementation • 10 Jul 2023 • Fernando Torales Acosta, Vinicius Mikuni, Benjamin Nachman, Miguel Arratia, Bishnu Karki, Ryan Milton, Piyush Karande, Aaron Angerami

Score based generative models are a new class of generative models that have been shown to accurately generate high dimensional calorimeter datasets.

EIC Physics from An All-Silicon Tracking Detector

no code implementations • 16 Feb 2021 • John Arrington, Reynier Cruz-Torres, Winston DeGraw, Xin Dong, Leo Greiner, Samuel Heppelmann, Barbara Jacak, Yuanjing Ji, Matthew Kelsey, Spencer R. Klein, Yue Shi Lai, Grazyna Odyniec, Sooraj Radhakrishnan, Ernst Sichtermann, Youqi Son, Fernando Torales Acosta, Lei Xia, Nu Xu, Feng Yuan, Yuxiang Zhao

The proposed electron-ion collider has a rich physics program to study the internal structure of protons and heavy nuclei.

Nuclear Experiment Nuclear Theory