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Jack H. Collins

  1. An Exploration of Learnt Representations of W Jets
    2021/09/22 by Jack H. Collins, Collins, Jack H. · 2 citations
    Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Particle physics theoretical and experimental studies
  2. Machine-Learning Compression for Particle Physics Discoveries
    2022/10/20 by Jack H. Collins, Yifeng Huang, Collins, Jack H. +7 · 1 citation
    Engineering · Physics and Astronomy · #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Particle Detector Development and Performance #Particle physics theoretical and experimental studies #Statistics and Probability (physics.data-an) #Superconducting Materials and Applications