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Jean-Roch Vlimant | Researchclopedia

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Jean-Roch Vlimant

California Institute of Technology ORCID

834

Works

39,239

Citations

90

h-index

425

i10-index

Research Topics

Particle physics theoretical and experimental studies High-Energy Particle Collisions Research Quantum Chromodynamics and Particle Interactions

Affiliations

California Institute of Technology2010–2026

Centre National de la Recherche Scientifique2005–2007

A. Alikhanyan National Laboratory2016–2024

University of Antwerp2024–2024

University of California, Santa Barbara2008–2025

Top Works

Solving a Higgs optimization problem with quantum annealing for machine learning

A. Mott,Joshua Job,et al.

2017215 citations

Particle Detector Development and Performance

Dark Matter and Cosmic Phenomena

The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

T. K. Aarrestad,Melissa van Beekveld,et al.

2022116 citations

Graph Neural Networks for Particle Reconstruction in High Energy Physics detectors

X. Ju,Steven Farrell,et al.

202083 citations

Pileup mitigation at the Large Hadron Collider with graph neural networks

Jesús Arjona Martínez,Olmo Cerri,et al.

201977 citations

Performance of a Geometric Deep Learning Pipeline for HL-LHC Particle Tracking

X. Ju,Daniel Murnane,et al.

202171 citations

The Tracking Machine Learning Challenge: Accuracy Phase

Sabrina Amrouche,L. Basara,et al.

201970 citations

Interaction networks for the identification of boosted <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mi>H</mml:mi><mml:mo stretchy="false">→</mml:mo><mml:mi>b</mml:mi><mml:mover accent="true"><mml:mi>b</mml:mi><mml:mo stretchy="false">¯</mml:mo></mml:mover></mml:math> decays

Eric Moreno,T. Q. Nguyen,et al.

202064 citations

Hybrid Quantum Classical Graph Neural Networks for Particle Track Reconstruction

Cenk Tüysüz,Carla Rieger,et al.

202158 citations

Graph Neural Networks for Particle Tracking and Reconstruction

J. Duarte,Jean-Roch Vlimant

202244 citations