Nuclear and Particle Physics Seminar (618 VAN) - Gürkan Karaman; University of Iowa

Nuclear and Particle Physics Seminar (618 VAN) - Gürkan Karaman; University of Iowa promotional image

Machine Learning and High-Performance Computing for LArTPC

Gürkan Karaman; University of Iowa

Liquid Argon Time Projection Chamber(LArTPC) has been used in many neutrino experiments and is the technology of choice for the Deep Underground Neutrino Experiment (DUNE). Convolutional Neural Network (CNN) algorithms are becoming performant and prevalent choice to perform the classification of energy deposits and reconstructed particles as track-like or arising from electromagnetic cascades. The need to process billions of neutrino events with many machine learning algorithms creates computing challenge. In this talk, we will investigate Graphical Processor Units(GPUs) for accelerating time-consuming computing tasks. 

Monday, November 28, 2022 2:30pm to 3:30pm
Van Allen Hall
618
30 North Dubuque Street, Iowa City, IA 52242
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Individuals with disabilities are encouraged to attend all University of Iowa–sponsored events. If you are a person with a disability who requires a reasonable accommodation in order to participate in this program, please contact Department of Physics & Astronomy in advance at 319-335-1686 or physics-astronomy@uiowa.edu.