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Tag: high-energy physics

28 July 2024

Line Segment Tracking: Improving the Phase 2 CMS High Level Trigger Tracking with a Novel, Hardware-Agnostic Pattern Recognition Algorithm

Written by Startup Idea

Charged particle reconstruction is one the most computationally heavy components of the full event reconstruction of Large Ha

Authors: Emmanouil Vourliotis, Philip Chang, Peter Elmer, Yanxi Gu, Jonathan Guiang, Vyacheslav Krutelyov, Balaji Venkat Sathia Narayanan, Gavin...

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28 July 2024

ParticleRecon Tech

Written by Startup Idea

ParticleRecon Tech Elevator Pitch: Introducing ParticleRecon Tech – we’ve developed a groundbreaking algorithm for efficient particle reconstruction in...

Sets are all you need: Ultrafast jet classification on FPGAs for HL-LHC

Written by Startup Idea

We study various machine learning based algorithms for performing accurate jet flavor classification on field-programmable ga

Authors: Patrick Odagiu, Zhiqiang Que, Javier Duarte, Johannes Haller, Gregor Kasieczka, Artur Lobanov, Vladimir Loncar, Wayne Luk, Jennifer...

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08 February 2024

QuantuML

Written by Startup Idea

QuantuML Elevator Pitch: Imagine a world where the secrets of the universe are unlocked in real-time. QuantuML is...