NGT workshop: hls4ml HEP Community Forum
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Europe/Zurich
40/S2-B01 - Salle Bohr (CERN)
Lorenzo Moneta
(CERN),
Maurizio Pierini
(CERN),
Michael Kagan
(SLAC National Accelerator Laboratory (US)),
Sebastian Dittmeier
(Ruprecht-Karls-Universitaet Heidelberg (DE)),
Vladimir Loncar
(Massachusetts Inst. of Technology (US))
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09:00
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09:20
The NGT WP1.2 and WP1.3 20mSpeaker: Michael Kagan (SLAC National Accelerator Laboratory (US))
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09:30
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10:00
The hls4ml project: status and perspectives 30mSpeaker: Vladimir Loncar (Massachusetts Inst. of Technology (US))
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10:10
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10:30
Break 20m
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10:30
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12:00
User contributions: NGT WP2: ATLAS
- 10:30
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11:00
ATLAS 2.2: L0 Muon 25mSpeaker: Rimsky Alejandro Rojas Caballero (University of Massachusetts (US))
- 11:30
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12:00
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13:30
Lunch 1h 30m
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13:30
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15:00
User contributions: NGT WP3: CMS
- 13:30
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14:00
CMS 3.6: ML objects in L1 trigger 25mSpeaker: Sioni Paris Summers (CERN)
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14:30
CMS 3.7: Compression/Anomaly detection 25mSpeakers: Jennifer Ngadiuba (FNAL), Maciej Mikolaj Glowacki (CERN)
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15:00
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15:30
Break 30m
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15:30
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17:00
User contributions: Other hls4ml use cases and feature requests
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15:30
Online track reconstruction with graph neural networks on FPGAs for the ATLAS experiment 10mSpeakers: Santosh Parajuli (Univ. Illinois at Urbana Champaign (US)), santosh parajuli
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15:45
Smart pixels with data reduction at the source 10mSpeaker: Jannicke Pearkes (University of Colorado Boulder (US))
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16:00
Machine learning evaluation in the Global Event Processor FPGA for the ATLAS trigger upgrade 10mSpeaker: Ben Carlson (Westmont College)
- 16:15
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15:30
- 17:00 → 18:00
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09:00
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09:20