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NGT workshop: hls4ml HEP Community Forum

→ Europe/Zurich
40/S2-B01 - Salle Bohr (CERN)

40/S2-B01 - Salle Bohr

CERN

100
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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))
NGT Task 1.2
Zoom Meeting ID
68770601145
Host
Maurizio Pierini
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Zoom URL
    • 09:00 → 09:20
      The NGT WP1.2 and WP1.3 20m
      Speaker: Michael Kagan (SLAC National Accelerator Laboratory (US))
      Kagan_NGT-hls4ml-workshop_2024.pdf
    • 09:30 → 10:00
      The hls4ml project: status and perspectives 30m
      Speaker: Vladimir Loncar (Massachusetts Inst. of Technology (US))
      hls4ml_perspectives-forum_27.09.2024..pdf
    • 10:10 → 10:30
      Break 20m
    • 10:30 → 12:00
      User contributions: NGT WP2: ATLAS
      • 10:30
        ATLAS 2.1: L0 Global 25m
        Speaker: Ioannis Xiotidis (CERN)
        WP21_IoannisXiotidis.pdf
      • 11:00
        ATLAS 2.2: L0 Muon 25m
        Speaker: Rimsky Alejandro Rojas Caballero (University of Massachusetts (US))
        20240927_NGT_WP_2.2.pdf
      • 11:30
        ATLAS 2.4: Event Filter Tracking 20m
        Speaker: Julian Wollrath (CERN)
        WP2.4_Input.pdf
    • 12:00 → 13:30
      Lunch 1h 30m
    • 13:30 → 15:00
      User contributions: NGT WP3: CMS
      • 13:30
        CMS 3.5: L1 scouting 25m
        Speaker: Giovanni Petrucciani (CERN)
        wp3p5 ml.pdf
      • 14:00
        CMS 3.6: ML objects in L1 trigger 25m
        Speaker: Sioni Paris Summers (CERN)
        sps_ngt_hls4ml_cmswp36.pdf
      • 14:30
        CMS 3.7: Compression/Anomaly detection 25m
        Speakers: Jennifer Ngadiuba (FNAL), Maciej Mikolaj Glowacki (CERN)
        NGT3.7-hls4ml.pdf
    • 15:00 → 15:30
      Break 30m
    • 15:30 → 17:00
      User contributions: Other hls4ml use cases and feature requests
      • 15:30
        Online track reconstruction with graph neural networks on FPGAs for the ATLAS experiment 10m
        Speakers: Santosh Parajuli (Univ. Illinois at Urbana Champaign (US)), santosh parajuli
        NextGenTrigger_hls4ml_meeting.pdf
      • 15:45
        Smart pixels with data reduction at the source 10m
        Speaker: Jannicke Pearkes (University of Colorado Boulder (US))
        2024_09_27_smart_pixels_ngt.pdf
      • 16:00
        Machine learning evaluation in the Global Event Processor FPGA for the ATLAS trigger upgrade 10m
        Speaker: Ben Carlson (Westmont College)
        APU-Talk-NGT.pdf
      • 16:15
        hls4ml web interface 10m
        Speaker: Christopher Edward Brown (CERN)
        CB_hls4ml_web_interface.pdf
    • 17:00 → 18:00
      FastML general meeting 1h

      Discussion on the formation of FastML Foundation

      Indico page
      Zoom link
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