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9:00 AM
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Welcome
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Koji Terashi
(University of Tokyo (JP))
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9:10 AM
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Session
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Koji Terashi
(University of Tokyo (JP))
(until 10:40 AM)
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9:10 AM
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The CERN Quantum Technology Initiative: initial results and research perspective on Quantum Computing for HEP
- Dr
Sofia Vallecorsa
(CERN)
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9:50 AM
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Scalable Track Reconstruction at the LHC with QAOA
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Miriam Lucio Martinez
(Univ. of Valencia and CSIC (ES))
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10:15 AM
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Quantum-Enhanced Graph Neural Networks for Particle Tracking in High Energy Physics
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Santosh Parajuli
(Univ. Illinois at Urbana Champaign (US))
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10:40 AM
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--- Coffee ---
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11:10 AM
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Session
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Ryu Sawada
(University of Tokyo (JP))
(until 12:40 PM)
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11:10 AM
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Utilizing quantum computers for HEP simulations and event generation
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Yutaro Iiyama
(University of Tokyo (JP))
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11:50 AM
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Track reconstruction at collider experiments using quantum-inspired simulated annealing
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Daiya Akiyama
(Waseda University (JP))
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12:15 PM
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Quantum Chebyshev Probabilistic Models for Fragmentation Functions
- Dr
Sofia Vallecorsa
(CERN)
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9:00 AM
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Welcome
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Masaya Ishino
(University of Tokyo (JP))
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9:10 AM
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Introduction
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Ryu Sawada
(University of Tokyo (JP))
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9:20 AM
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Session
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Alexis Vallier
(L2I Toulouse, CNRS/IN2P3, UT3)
(until 10:50 AM)
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9:20 AM
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A Fully GPU-Based Track Reconstruction Pipeline for HEP Experiments
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Neza Ribaric
(Duke University (US))
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9:50 AM
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Track fitting at the full LHC collision frequency: Design and performance of the GPU-based Kalman Filter at the LHCb experiment
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Lennart Uecker
(Heidelberg University (DE))
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10:20 AM
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Improvements of the ALICE GPU TPC tracking and GPU framework for online and offline processing of Run 3 Pb—Pb data
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David Rohr
(CERN)
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10:50 AM
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--- Coffee ---
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11:20 AM
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Session
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Noemi Calace
(CERN)
(until 1:00 PM)
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11:20 AM
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FPGA-accelerated track reconstruction and clustering using classical and machine-learning approaches for the ATLAS Event Filter
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Julian Wollrath
(CERN)
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11:50 AM
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The Tiny Triplet Finder - a low silicon resource track finding scheme and its test implementation in FPGA
- Dr
Jinyuan Wu
(Fermi National Accelerator Lab. (US))
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12:20 PM
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An ultrafast FPGA fitter for the LHCb Downstream Tracker
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Federico Lazzari
(Universita di Pisa & INFN Pisa (IT))
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12:40 PM
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A Geometry Agnostic Heterogenous Framework for Track Reconstruction for HEP Experiments
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Adriano Di Florio
(CC-IN2P3)
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9:00 AM
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Session
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Yu Nakahama Higuchi
(KEK High Energy Accelerator Research Organization (JP))
(until 10:30 AM)
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9:00 AM
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Graph-Based Multi-Modal Track Reconstruction in the Belle II Drift Chamber and Vertex Detectors
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Lea Reuter
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9:30 AM
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Exploring the potential of cooperative track building
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Liv Helen Vage
(Princeton University (US))
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10:00 AM
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Expected physics and computing performance of the ATLAS ITk GNN-based Track Reconstruction Chain
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Benjamin Huth
(CERN)
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10:30 AM
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--- Coffee ---
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11:00 AM
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Session
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Salvador Marti I Garcia
(IFIC-Valencia (UV/EG-CSIC))
(until 12:50 PM)
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11:00 AM
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Uncertainty Quantification in an ML Pattern Recognition Pipeline
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Lukas Peron
(ENS Paris)
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11:30 AM
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Efficient Point Transformer for Charge Particles Track Reconstruction
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Yuan-Tang Chou
(University of Washington (US))
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12:00 PM
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Transformer for seed reconstruction in ACTS
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Corentin Allaire
(IJCLab, Université Paris-Saclay, CNRS/IN2P3)
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12:30 PM
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Tracking in Dense Environments with Transformers
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Max Hart
(University College London (GB))
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9:00 AM
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Session
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Kunihiro Nagano
(KEK High Energy Accelerator Research Organization (JP))
(until 10:40 AM)
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9:00 AM
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Antihydrogen annihilation reconstruction in the ALPHA apparatus at CERN
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Andrea Capra
(TRIUMF (CA))
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9:30 AM
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Tracking Cosmic-Ray Nuclei with the RadMap Telescope
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Luise Meyer-Hetling
(Technical University of Munich)
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10:00 AM
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Ultra-displaced dimuon vertexing for LLP signatures in ATLAS
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Makayla Vessella 🐏
(University of California Irvine (US))
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10:20 AM
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Direct reconstruction of LLPs and charged heavy flavour at LHCb
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Maarten Van Veghel
(Nikhef National institute for subatomic physics (NL))
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10:40 AM
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--- Coffee ---
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11:10 AM
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Session
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Tsunayuki Matsubara
(KEK High Energy Accelerator Research Organization (JP))
(until 12:20 PM)
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11:10 AM
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CNN-based event separation using 2D and 3D images for the charged-current electron neutrino cross-section measurement with the SuperFGD of the T2K near detector
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Tomochika Arai
(University of Tokyo (JP))
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11:40 AM
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Improving positron tracking using machine learning in the MEG II experiment
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Atsushi Oya
(The university of Tokyo)
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12:00 PM
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Track direction identification via track-fitting quality for cosmic-ray background suppression in the COMET experiment
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Manabu Moritsu
(Kyushu University)
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9:00 AM
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Session
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Shima Shimizu
(KEK High Energy Accelerator Research Organization (JP))
(until 10:10 AM)
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9:00 AM
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Real time learning on heterogeneous devices for detector calibration
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Akshay Malige
(Brookhaven National Laboratory (US))
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9:20 AM
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The OpenDataDetector High-Luminosity Physics Benchmark Dataset
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Paul Gessinger
(CERN)
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9:50 AM
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Sustainability studies of big data processing in real time for HEP
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Arantza De Oyanguren Campos
(Univ. of Valencia and CSIC (ES))
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10:10 AM
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--- Coffee break ---
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10:40 AM
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Session
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Andreas Salzburger
(CERN)
(until 12:00 PM)
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10:40 AM
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Performance of 4D tracking and vertexing with ACTS
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Pierfrancesco Butti
(CERN)
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11:10 AM
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Hypergraph Neural Network 4D track reconstruction pipeline for HL-LHC experiments
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Rodrigo Estevam De Paula
(Universidade de Sao Paulo (USP) (BR))
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11:40 AM
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ACTS-based 4D tracking studies
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Yanqi Wang
(University of Science and Technology of China (CN))
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12:40 PM
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--- Lunch ---
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2:00 PM
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Session
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David Lange
(Princeton University (US))
(until 3:55 PM)
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2:00 PM
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Cutting‑Edge AI/ML for HEP
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Masahiro Morinaga
(University of Tokyo (JP))
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2:40 PM
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Token-Based Transformer Models for Pattern Recognition on Point Clouds
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Xiangyang Ju
(Lawrence Berkeley National Lab. (US))
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3:05 PM
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Semi-Supervised Transfer Learning with Convolutional Autoencoders for Hybrid Pixel Detectors
- Mr
Tomáš Čelko
(Charles University)
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3:30 PM
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ML-Assisted Tracking in the ATLAS Muon Spectrometer
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Jonathan Renusch
(CERN | Technical University of Munich (TUM))
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3:55 PM
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--- Coffee ---
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4:30 PM
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Session
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Peter Elmer
(Princeton University (US))
(until 6:10 PM)
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4:30 PM
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Beyond-CMOS Systems for Fast Machine Learning in Physics
- Dr
Valerio Ippolito
(INFN Sezione di Roma (IT))
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4:55 PM
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GPT-like transformer model for silicon tracking detector simulation
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Tadej Novak
(Jozef Stefan Institute (SI))
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5:20 PM
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DNN-based particle flow and jet flavor tagging for Higgs factories
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Taikan Suehara
(ICEPP, The University of Tokyo (JP))
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5:45 PM
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Rapid ML inference using logic gate neural nets
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Liv Helen Vage
(Princeton University (US))
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1:00 PM
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--- Lunch ---
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2:30 PM
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Session
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Markus Elsing
(CERN)
(until 3:50 PM)
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2:30 PM
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Optimization and Outer Tracker Extension of the Cellular Automaton Algorithm for CMS Phase-2 Tracking
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Jan Schulz
(Rheinisch Westfaelische Tech. Hoch. (DE))
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3:00 PM
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TICL: A Reconstruction Framework for the CMS Phase-2 High-Granularity Calorimeter Endcap
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Felice Pantaleo
(CERN)
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3:30 PM
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Muon Tracking at the CMS High-Level Trigger for the HL-LHC Upgrade
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Luca Ferragina
(Universita Di Bologna (IT))
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3:50 PM
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--- Coffee ---
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4:20 PM
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Session
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David Lange
(Princeton University (US))
(until 4:50 PM)
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4:20 PM
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Track Reconstruction with the ATLAS Inner Tracker and ACTS at the High-Luminosity LHC
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Noemi Calace
(CERN)
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4:50 PM
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Poster lightning talks
(until 5:15 PM)
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4:50 PM
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Challenges Deploying a Hybrid PV-finder Algorithm for Primary Vertex Reconstruction in LHCb’s GPU-Resident First Level Trigger
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Mohamed Elashri
(University of Cincinnati)
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4:53 PM
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GNN-based Track Finding for a new multiple TPC detector
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Shujie Li
(Berkeley Lab)
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4:56 PM
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Advances in Low-Energy Particle Track Reconstruction with Interaction Graph Networks at the PANDA experiment.
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Nikolai in der Wiesche
(Institute of Nuclear Physics, University of Münster)
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4:59 PM
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Machine Learning implementation in Front-End Electronics of Belle II Central Drift Chamber for cross-talk noise reduction
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Yun-Tsung Lai
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5:02 PM
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Graph Neural Network Acceleration on FPGAs for Real-Time Muon Triggering at the HL-LHC
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Davide Fiacco
(Sapienza Universita e INFN, Roma I (IT))
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5:05 PM
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Application of Point Cloud Classification to Particle Identification in the SuperFGD neutrino detector
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Hikaru Tanigawa
(KEK)
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5:08 PM
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Development and performance of electron reconstruction with Acts and the OpenDataDetector (ODD)
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Andreas Stefl
(CERN)
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5:15 PM
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Poster session
(until 6:00 PM)
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6:00 PM
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--- Reception ---
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12:50 PM
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--- Lunch ---
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2:30 PM
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Session
-
Xiaocong Ai
(Zhengzhou University)
(until 3:50 PM)
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2:30 PM
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Fast Track Fitting and Anomaly Detection with Machine Learning
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Makayla Vessella 🐏
(University of California Irvine (US))
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3:00 PM
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Charged Particle Tracking with Reinforcement Learning for Drift Chambers
-
Yao Zhang
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3:30 PM
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GNN Track Reconstruction of Generalized Non-Helical Signatures
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Levi Condren
(University of California Irvine (US))
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3:50 PM
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--- Coffee ---
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4:20 PM
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Session
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Alberto Annovi
(INFN Sezione di Pisa)
(until 5:40 PM)
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4:20 PM
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New Approaches of End-to-end GNN Track Reconstruction Based on Spacepoint Doublet Embedding and Double Metric Learning for Building Directed Graphs with Chain Connections for the ATLAS ITk Detector
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Jay Chan
(Lawrence Berkeley National Lab. (US))
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4:40 PM
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LHCb Tracking Reconstruction and Ghost Rejection at 30 MHz
-
Da Yu Tou
(Tsinghua University (CN))
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5:10 PM
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Application of ACTS to the CEPC Reference Detector
-
Yizhou Zhang
(Institute of High Energy Physics)
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12:20 PM
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--- Lunch ---
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2:00 PM
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--- Excursion (optional) ---
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6:00 PM
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--- Banquet ---
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12:00 PM
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Closing
-
Alexis Vallier
(L2I Toulouse, CNRS/IN2P3, UT3)
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