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14:00
Deployment of Machine Learning Algorithms into Hardware Trigger systems - aka MLOps
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Maciej Mikolaj Glowacki
(CERN)
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14:05
Improving fast inference solutions at LHCb
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Maarten Van Veghel
(Nikhef National institute for subatomic physics (NL))
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14:10
hls4ml and conifer
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Sioni Paris Summers
(CERN)
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14:15
Edge AI for Feature Extraction and Data Preprocessing on FPGAs
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Thomas Poschl
(CERN)
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14:20
Evaluation and Integration of AMD AI Engines for low latency inference in HL-LHC Experiments
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Dimitrios Danopoulos
(CERN)
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14:25
pQuant
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Roope Oskari Niemi
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14:30
Automation of optimization / quantization methods in the CERN MLOps offering
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Amine Lahouel
(CERN)
-
14:35
AI/DL Long Lived Particles triggering in the Atlas Muon Spectrometer for Phase-2 HL-LHC
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Davide Di Croce
(CERN)
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14:40
Online Track Seeding with Edge-Classification GNNs in High Occupancy Environments
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Christian Sonnabend
(CERN, Heidelberg University (DE))
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14:45
Distributed Reconstruction in FPGAs and ASICs for Trigger Systems
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André David
(CERN)
-
14:50
Common-mode noise rejection for the Phase 2 CMS HGCAL
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Arne Christoph Reimers
(CERN)
-
14:55
AI-Enabled Custom Chips for Front-End and Back-End Electronics in HEP Experiments
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Sioni Paris Summers
(CERN)
-
15:00
Anomaly Detection in the CMS Level 1 Trigger (Run 3 & Phase 2)
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Maciej Mikolaj Glowacki
(CERN)
-
15:05
LLM-based Reasoning tools for front-end and back-end processing algorithm design
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Maurizio Pierini
(CERN)
-
15:10
ML Anomaly detection Triggers with Continuous Flows and Vector Field-based algorithm
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Francesco Vaselli
(Scuola Normale Superiore & INFN Pisa (IT))
Maurizio Pierini
(CERN)
-
15:15
CMS: Anomaly detection and event classification with transformers for L1 Scouting on Versal AI engine
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Elias Leutgeb
(CERN)
-
15:20
Unsupervised Anomaly Detection for the Trigger
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Ioannis Xiotidis
(CERN)
Markus Elsing
(CERN)
Thorsten Wengler
(CERN)
-
15:25
Super resolution models for offline-like reconstruction in the scouting stream
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Sebastian Wuchterl
(CERN)
-
15:30
ML in the CMS Phase 2 Level 1 Trigger
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Sioni Paris Summers
(CERN)
-
15:35
Hit-based flavour tagging applications at trigger level using AI/DL
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Lorenzo Santi
(CERN)
Markus Elsing
(CERN)
-
15:40
Enhancing Classical Trigger Algorithms with Machine Learning
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Ioannis Xiotidis
(CERN)
Thorsten Wengler
(CERN)
-
15:45
GPU (de)compression
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Jolly Chen
(CERN & University of Twente (NL))
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15:50
Edge SpAIce
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Sioni Paris Summers
(CERN)