Physics opportunities with ML@L1

• Jennifer Ngadiuba (FNAL)

Foundation Models for L1T

• Philip Coleman Harris (Massachusetts Inst. of Technology (US))

L1 Phase II Upgrade

• Jeffrey Berryhill (Fermi National Accelerator Lab. (US))

ML@L1T in ATLAS

• Dylan Sheldon Rankin (University of Pennsylvania (US))

CMS Trigger Operations Overview

L1 Data Scouting

• Sabrina Giorgetti (Universita e INFN, Padova (IT))

ML Tools within CMS

• Raghav Kansal (Caltech / Fermilab)

hls4ml & conifer

• Sioni Paris Summers (CERN)

ML Emulators in CMSSW

• Melissa Quinnan (Univ. of California San Diego (US))

AXOL1TL

CICADA

• Elliott Kauffman (Princeton University (US))

ML-based L1 MET in Run 3

• Peter Eduard Meiring (Carnegie-Mellon University (US))

MLOps for Run 3 and Beyond

• Christopher Edward Brown (CERN)

Analysis with ML-triggers

• Jannicke Pearkes (University of Colorado Boulder (US))

ML for inclusive final states in Phase II

• Maciej Mikolaj Glowacki (CERN)

ML 4 Tracks and Vertexing

• Arianna Cox (Imperial College (GB))

ML 4 Taus

• Elias Leutgeb (CERN)

ML 4 Soft Taus

• Valentina Camagni (Università degli Studi e INFN Milano (IT))

ML 4 Electrons

• Kyungmin Park (Carnegie-Mellon University (US))

ML 4 Muons

• Pelayo Leguina (Universidad de Oviedo (ES))

ML 4 Jets

• Duc Hoang (Massachusetts Inst. of Technology (US))

ML 4 MET

• Junwon Oh (University of Seoul, Department of Physics (KR))

Smartpixels for CMS

• Nick Manganelli (Northeastern University (US))

HL-LHC NN-based track parameter assignment for EMTF

• Osvaldo Miguel (Rice University (US))

Accelerating GNN Models to FPGAs with FlowGNN

Super Neural Architecture Codesign Package (SNAC-Pack)

• Jason Weitz (University of California, San Diego)

Low-latency jet tagging for HL-LHC using transformer architectures

• Arianna Cox (Imperial College (GB))