ML@L1 Trigger Workshop at CU Boulder

from Monday 14 July 2025 (01:00) to Friday 18 July 2025 (18:20)
CU Boulder, Colorado

        : Sessions
    /     : Talks
        : Breaks
14 Jul 2025
15 Jul 2025
16 Jul 2025
17 Jul 2025
18 Jul 2025
AM
09:00
Registration and Welcome (until 09:30)
09:30 Physics opportunities with ML@L1 - Jennifer Ngadiuba (FNAL)  
10:00 Foundation Models for L1T - Philip Coleman Harris (Massachusetts Inst. of Technology (US))  
11:00 L1 Phase II Upgrade - Jeffrey Berryhill (Fermi National Accelerator Lab. (US))  
11:30 ML@L1T in ATLAS - Dylan Sheldon Rankin (University of Pennsylvania (US))  
09:00 CMS Trigger Operations Overview  
09:35 L1 Data Scouting - Sabrina Giorgetti (Universita e INFN, Padova (IT))  
10:00 ML Tools within CMS - Raghav Kansal (Caltech / Fermilab)  
11:00 hls4ml & conifer - Sioni Paris Summers (CERN)  
11:25 ML Emulators in CMSSW - Melissa Quinnan (Univ. of California San Diego (US))  
09:00 AXOL1TL  
09:20 CICADA - Elliott Kauffman (Princeton University (US))  
09:40 ML-based L1 MET in Run 3 - Peter Eduard Meiring (Carnegie-Mellon University (US))  
10:00 MLOps for Run 3 and Beyond - Christopher Edward Brown (CERN)  
11:00 Analysis with ML-triggers - Jannicke Pearkes (University of Colorado Boulder (US))  
11:20 ML for inclusive final states in Phase II - Maciej Mikolaj Glowacki (CERN)  
09:00 ML 4 Tracks and Vertexing - Arianna Cox (Imperial College (GB))  
09:20 ML 4 Taus - Elias Leutgeb (CERN)  
09:40 ML 4 Soft Taus - Valentina Camagni (Università degli Studi e INFN Milano (IT))  
10:00 ML 4 Electrons - Kyungmin Park (Carnegie-Mellon University (US))  
11:00 ML 4 Muons - Pelayo Leguina (Universidad de Oviedo (ES))  
11:20 ML 4 Jets - Duc Hoang (Massachusetts Inst. of Technology (US))  
11:40 ML 4 MET - Junwon Oh (University of Seoul, Department of Physics (KR))  
09:00 Smartpixels for CMS - Nick Manganelli (Northeastern University (US))  
09:20 HL-LHC NN-based track parameter assignment for EMTF - Osvaldo Miguel (Rice University (US))  
10:40 Accelerating GNN Models to FPGAs with FlowGNN  
11:00 Super Neural Architecture Codesign Package (SNAC-Pack) - Jason Weitz (University of California, San Diego)  
11:20 Low-latency jet tagging for HL-LHC using transformer architectures - Arianna Cox (Imperial College (GB))  
PM
14:00
Hackathon (until 17:00)
17:00
Hackathon Daily Team Summary (until 17:30)
14:00
Hackathon (until 17:00)
17:00
Hackathon Daily Team Summary (until 17:30)
13:30
Hackathon (until 16:30)
16:30
Hackathon Daily Team Summary (until 17:00)
14:00
Hackathon (until 17:00)
17:00
Hackathon Daily Team Summary (until 17:30)
13:30
Hackathon (until 16:30)
16:30
Hackathon Daily Team Summary (until 17:00)