IRIS-HEP Fellows Introductory Presentations
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Europe/Zurich
Description
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Fellows Projects "Lightning" Talks
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a) Refilwe Bua - Novel edge classification architectures for charged particle tracking with graph neural networks
Mentors:
Kilian Lieret
Gage DeZoortSpeaker: Refilwe Bua -
b) Chris Sellgren - Improving Performance of Track Reconstruction Algorithms in a Muon Collider Detector
Mentors:
Simone Pagan Griso
Sergo JindarianiSpeaker: Christopher Sellgren (Univ. of California Santa Barbara (US)) -
c) Hubert Pugzlys - Augmenting Line-Segment Tracking with Graph Neural Network
Mentors:
Philip ChangSpeaker: Hubert Pugzlys -
d) Avi Kaufman - Understanding Data Popularity and Optimizing Access for Analysis
Mentors:
Vincent GaronneSpeaker: Avi Kaufman -
e) Volodymyr Svintozelskyi - Studies of new trigger lines, dedicated to long-lived particle detection at the LHCb experiment
Mentors:
Arantza Oyanguren
Brij Kishor JashalSpeaker: Volodymyr Svintozelskyi (Univ. of Valencia and CSIC (ES)) -
f) Artem Havryliuk - Using Diffusion Probabilistic Models for Denoising Tracks from AT-TPC Detector
Mentors:
Michelle KucheraSpeaker: Artem Havryliuk -
g) Valerii Kholoimov - Development of simulation workflows for BSM LLPs at LHCb
Mentors:
Arantza Oyanguren
Brij Kishor JashalSpeaker: Valerii Kholoimov (Instituto de Física Corpuscular (Univ. of Valencia)) -
h) Maxym Naumchyk - Machine Learning on Network Data for Problem Identification
Mentors:
Shawn McKee
Petya VasilevaSpeaker: Maxym Naumchyk -
i) Leonid Didukh - Estimation of the energy cost and efficiency of the HEP data compression ML algorithm (Baler)
Mentors:
Caterina Doglioni
Alexander EkmanSpeaker: Leonid Didukh
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