NGT workshop: hls4ml HEP Community Forum

Friday Sep 27, 2024, 9:00 AM → 6:00 PM 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))

9:00 AM → 9:20 AM The NGT WP1.2 and WP1.3

Speaker: Michael Kagan (SLAC National Accelerator Laboratory (US))

Kagan_NGT-hls4ml-workshop_2024.pdf

9:30 AM → 10:00 AM The hls4ml project: status and perspectives

Speaker: Vladimir Loncar (Massachusetts Inst. of Technology (US))

hls4ml_perspectives-forum_27.09.2024..pdf

10:10 AM → 10:30 AM Break

10:30 AM → 12:00 PM User contributions: NGT WP2: ATLAS

10:30 AM ATLAS 2.1: L0 Global

Speaker: Ioannis Xiotidis (CERN)

WP21_IoannisXiotidis.pdf

11:00 AM ATLAS 2.2: L0 Muon

Speaker: Rimsky Alejandro Rojas Caballero (University of Massachusetts (US))

20240927_NGT_WP_2.2.pdf

11:30 AM ATLAS 2.4: Event Filter Tracking

Speaker: Julian Wollrath (CERN)

WP2.4_Input.pdf

12:00 PM → 1:30 PM Lunch

1:30 PM → 3:00 PM User contributions: NGT WP3: CMS

1:30 PM CMS 3.5: L1 scouting

Speaker: Giovanni Petrucciani (CERN)

wp3p5 ml.pdf

2:00 PM CMS 3.6: ML objects in L1 trigger

Speaker: Sioni Paris Summers (CERN)

sps_ngt_hls4ml_cmswp36.pdf

2:30 PM CMS 3.7: Compression/Anomaly detection

Speakers: Jennifer Ngadiuba (FNAL), Maciej Mikolaj Glowacki (CERN)

NGT3.7-hls4ml.pdf

3:00 PM → 3:30 PM Break

3:30 PM → 5:00 PM User contributions: Other hls4ml use cases and feature requests

3:30 PM Online track reconstruction with graph neural networks on FPGAs for the ATLAS experiment

Speakers: Santosh Parajuli (Univ. Illinois at Urbana Champaign (US)), santosh parajuli

NextGenTrigger_hls4ml_meeting.pdf

3:45 PM Smart pixels with data reduction at the source

Speaker: Jannicke Pearkes (University of Colorado Boulder (US))

2024_09_27_smart_pixels_ngt.pdf

4:00 PM Machine learning evaluation in the Global Event Processor FPGA for the ATLAS trigger upgrade

Speaker: Ben Carlson (Westmont College)

APU-Talk-NGT.pdf

4:15 PM hls4ml web interface

Speaker: Christopher Edward Brown (CERN)

CB_hls4ml_web_interface.pdf

5:00 PM → 6:00 PM FastML general meeting

Discussion on the formation of FastML Foundation

Indico page

Zoom link