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Collins, Jack H.

  1. Report of the Topical Group on Physics Beyond the Standard Model at Energy Frontier for Snowmass 2021
    2022/09/27 by Bose, Tulika, Boveia, Antonio, Doglioni, Caterina +318 · 6 citations
    #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)
  2. 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
  3. Machine-Learning Compression for Particle Physics Discoveries
    2022/10/20 by Jack H. Collins, Collins, Jack H., Yifeng Huang +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