Collins, Jack H.
- 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)
- 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
- 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