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09:00
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Welcome
-
Koji Terashi
(University of Tokyo (JP))
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09:10
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Session
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Koji Terashi
(University of Tokyo (JP))
(until 10:40)
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09:10
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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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09:50
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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
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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
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--- Coffee ---
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11:10
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Session
-
Ryu Sawada
(University of Tokyo (JP))
(until 12:40)
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11:10
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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
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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
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Quantum Chebyshev Probabilistic Models for Fragmentation Functions
- Dr
Sofia Vallecorsa
(CERN)
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09:00
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Welcome
-
Masaya Ishino
(University of Tokyo (JP))
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09:10
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Introduction
-
Ryu Sawada
(University of Tokyo (JP))
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09:20
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Session
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Alexis Vallier
(L2I Toulouse, CNRS/IN2P3, UT3)
(until 10:50)
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09:20
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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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09:50
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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
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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
-
David Rohr
(CERN)
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10:50
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--- Coffee ---
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11:20
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Session
-
Noemi Calace
(CERN)
(until 13:00)
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11:20
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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
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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
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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
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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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09:00
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Session
-
Yu Nakahama Higuchi
(KEK High Energy Accelerator Research Organization (JP))
(until 10:30)
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09:00
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Graph-Based Multi-Modal Track Reconstruction in the Belle II Drift Chamber and Vertex Detectors
-
Lea Reuter
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09:30
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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
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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
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--- Coffee ---
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11:00
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Session
-
Salvador Marti I Garcia
(IFIC-Valencia (UV/EG-CSIC))
(until 12:50)
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11:00
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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
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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
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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
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Tracking in Dense Environments with Transformers
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Max Hart
(University College London (GB))
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09:00
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Session
-
Kunihiro Nagano
(KEK High Energy Accelerator Research Organization (JP))
(until 10:40)
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09:00
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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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09:30
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Tracking Cosmic-Ray Nuclei with the RadMap Telescope
-
Luise Meyer-Hetling
(Technical University of Munich)
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10:00
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Ultra-displaced dimuon vertexing for LLP signatures in ATLAS
-
Makayla Vessella 🐏
(University of California Irvine (US))
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10:20
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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
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--- Coffee ---
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11:10
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Session
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Tsunayuki Matsubara
(KEK High Energy Accelerator Research Organization (JP))
(until 12:20)
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11:10
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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
-
Tomochika Arai
(University of Tokyo (JP))
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11:40
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Improving positron tracking using machine learning in the MEG II experiment
-
Atsushi Oya
(The university of Tokyo)
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12:00
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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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09:00
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Session
-
Shima Shimizu
(KEK High Energy Accelerator Research Organization (JP))
(until 10:10)
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09:00
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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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09:20
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The OpenDataDetector High-Luminosity Physics Benchmark Dataset
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Paul Gessinger
(CERN)
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09:50
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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
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--- Coffee break ---
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10:40
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Session
-
Andreas Salzburger
(CERN)
(until 12:00)
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10:40
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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
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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
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ACTS-based 4D tracking studies
-
Yanqi Wang
(University of Science and Technology of China (CN))
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12:40
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--- Lunch ---
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14:00
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Session
-
David Lange
(Princeton University (US))
(until 15:55)
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14:00
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Cutting‑Edge AI/ML for HEP
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Masahiro Morinaga
(University of Tokyo (JP))
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14:40
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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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15:05
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Semi-Supervised Transfer Learning with Convolutional Autoencoders for Hybrid Pixel Detectors
- Mr
Tomáš Čelko
(Charles University)
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15:30
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ML-Assisted Tracking in the ATLAS Muon Spectrometer
-
Jonathan Renusch
(CERN | Technical University of Munich (TUM))
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15:55
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--- Coffee ---
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16:30
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Session
-
Peter Elmer
(Princeton University (US))
(until 18:10)
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16:30
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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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16:55
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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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17:20
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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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17:45
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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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13:00
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--- Lunch ---
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14:30
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Session
-
Markus Elsing
(CERN)
(until 15:50)
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14:30
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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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15:00
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TICL: A Reconstruction Framework for the CMS Phase-2 High-Granularity Calorimeter Endcap
-
Felice Pantaleo
(CERN)
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15:30
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Muon Tracking at the CMS High-Level Trigger for the HL-LHC Upgrade
-
Luca Ferragina
(Universita Di Bologna (IT))
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15:50
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--- Coffee ---
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16:20
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Session
-
David Lange
(Princeton University (US))
(until 16:50)
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16:20
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Track Reconstruction with the ATLAS Inner Tracker and ACTS at the High-Luminosity LHC
-
Noemi Calace
(CERN)
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16:50
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Poster lightning talks
(until 17:15)
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16:50
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Challenges Deploying a Hybrid PV-finder Algorithm for Primary Vertex Reconstruction in LHCb’s GPU-Resident First Level Trigger
-
Mohamed Elashri
(University of Cincinnati)
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16:53
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GNN-based Track Finding for a new multiple TPC detector
-
Shujie Li
(Berkeley Lab)
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16:56
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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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16:59
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Machine Learning implementation in Front-End Electronics of Belle II Central Drift Chamber for cross-talk noise reduction
-
Yun-Tsung Lai
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17:02
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Graph Neural Network Acceleration on FPGAs for Real-Time Muon Triggering at the HL-LHC
-
Davide Fiacco
(Sapienza Universita e INFN, Roma I (IT))
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17:05
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Application of Point Cloud Classification to Particle Identification in the SuperFGD neutrino detector
-
Hikaru Tanigawa
(KEK)
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17:08
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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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17:15
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Poster session
(until 18:00)
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18:00
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--- Reception ---
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12:50
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--- Lunch ---
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14:30
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Session
-
Xiaocong Ai
(Zhengzhou University)
(until 15:50)
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14:30
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Fast Track Fitting and Anomaly Detection with Machine Learning
-
Makayla Vessella 🐏
(University of California Irvine (US))
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15:00
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Charged Particle Tracking with Reinforcement Learning for Drift Chambers
-
Yao Zhang
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15:30
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GNN Track Reconstruction of Generalized Non-Helical Signatures
-
Levi Condren
(University of California Irvine (US))
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15:50
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--- Coffee ---
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16:20
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Session
-
Alberto Annovi
(INFN Sezione di Pisa)
(until 17:40)
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16:20
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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
-
Jay Chan
(Lawrence Berkeley National Lab. (US))
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16:40
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LHCb Tracking Reconstruction and Ghost Rejection at 30 MHz
-
Da Yu Tou
(Tsinghua University (CN))
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17:10
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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
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--- Lunch ---
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14:00
|
--- Excursion (optional) ---
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18:00
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--- Banquet ---
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12:00
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Closing
-
Alexis Vallier
(L2I Toulouse, CNRS/IN2P3, UT3)
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