Gray, Lindsey

1. Machine Learning in High Energy Physics Community White Paper
   2018/07/08 by Kim Albertsson, Piero Altoè, Albertsson, Kim +224 · 14 citations
   Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neutrino Physics Research #Particle Detector Development and Performance #Particle physics theoretical and experimental studies
2. The International Linear Collider: Report to Snowmass 2021
   2022/03/15 by A. Aryshev, Aryshev, Alexander, T. Behnke +608 · 17 citations
   Engineering · Physics and Astronomy · Social Sciences · #Accelerator Physics (physics.acc-ph) #Experimental and Theoretical Physics Studies #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #International Science and Diplomacy #Particle Accelerators and Free-Electron Lasers
3. Graph Neural Networks for Particle Reconstruction in High Energy Physics detectors
   2020/03/25 by X. Ju, Steven Farrell, Ju, Xiangyang +42 · 12 citations
   Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Advanced Neural Network Applications
4. Novel deep learning methods for track reconstruction
   2018/10/14 by Steven Farrell, Farrell, Steven, Paolo Calafiura +24 · 9 citations
   Medicine · Physics and Astronomy · #Medical Imaging Techniques and Applications #Particle physics theoretical and experimental studies #Particle Detector Development and Performance
5. Track Seeding and Labelling with Embedded-space Graph Neural Networks
   2020/06/30 by Nicholas Choma, Choma, Nicholas, Daniel Murnane +34 · 4 citations
   Computer Science · Medicine · #Advanced Graph Neural Networks #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Topic Modeling
6. Strategy for Understanding the Higgs Physics: The Cool Copper Collider
   2022/03/15 by Sridhara Dasu, Emilio A. Nanni, Dasu, Sridhara +39 · 4 citations
   Physics and Astronomy · Social Sciences · Engineering · #Particle physics theoretical and experimental studies #International Science and Diplomacy #Particle Accelerators and Free-Electron Lasers
7. Smart Pixels: In-pixel AI for on-sensor data filtering
   2024/06/21 by Parpillon, Benjamin, Syal, Chinar, Yoo, Jieun +16 · 4 citations
   #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det)
8. Design Initiative for a 10 TeV pCM Wakefield Collider
   2025/03/26 by Gessner, Spencer, Osterhoff, Jens, Lindstrøm, Carl A. +198 · 6 citations
   #Accelerator Physics (physics.acc-ph) #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex)
9. A Dynamic Reduction Network for Point Clouds
   2020/03/18 by L. Gray, T. Klijnsma, Gray, Lindsey +3 · 1 citation
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
10. Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs
    2020/11/30 by Heintz, Aneesh, Razavimaleki, Vesal, Duarte, Javier +18 · 1 citation
    #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG)
11. Smart pixel sensors: towards on-sensor filtering of pixel clusters with deep learning
    2023/10/03 by Yoo, Jieun, Dickinson, Jennet, Swartz, Morris +19 · 3 citations
    #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det)
12. ESPPU INPUT: C³ within the "Linear Collider Vision"
    2025/03/26 by Matthew Andorf, M. Bai, Andorf, Matthew B. +70 · 6 citations
    Physics and Astronomy · Engineering · #Particle Detector Development and Performance #Particle physics theoretical and experimental studies #Particle Accelerators and Free-Electron Lasers
13. Smartpixels: Towards on-sensor inference of charged particle track parameters and uncertainties
    2023/12/18 by Dickinson, Jennet, Kovach-Fuentes, Rachel, Gray, Lindsey +20 · 1 citation
    #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex)