K. Terao
- Review of Particle Physics
2024/08/01 by S. Navas, C. Amsler, T. Gutsche +290 · 1 voice · 61 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Dark Matter and Cosmic Phenomena #Particle physics theoretical and experimental studies
- Graph Neural Networks for Particle Reconstruction in High Energy Physics detectors
2020/03/25 by X. Ju, Steven Farrell, Ju, Xiangyang +42 · 11 citations
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Advanced Neural Network Applications
- Track Seeding and Labelling with Embedded-space Graph Neural Networks
2020/06/30 by Nicholas Choma, Daniel Murnane, Choma, Nicholas +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
- Deep neural network for pixel-level electromagnetic particle identification in the MicroBooNE liquid argon time projection chamber
2018/08/22 by MicroBooNE collaboration, C. Adams, M. Alrashed +188 · 1 voice · 1 citation
Computer Science · Medicine · Physics and Astronomy · #Atomic and Subatomic Physics Research #Nuclear Physics and Applications #Radiation Therapy and Dosimetry #cs.CV #hep-ex #physics.data-an #physics.ins-det
- Snowmass 2021 Computational Frontier CompF03 Topical Group Report: Machine Learning
2022/09/15 by Phiala E. Shanahan, K. Terao, Shanahan, Phiala +3 · 3 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data Technologies and Applications #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Theory (hep-th) #Scientific Computing and Data Management
- Scalable, End-to-End, Deep-Learning-Based Data Reconstruction Chain for Particle Imaging Detectors
2021/02/01 by F. Drielsma, K. Terao, Drielsma, Francois +5 · 2 citations
Physics and Astronomy · #Astrophysics and Cosmic Phenomena #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Neutrino Physics Research #Particle physics theoretical and experimental studies
- Scalable, Proposal-free Instance Segmentation Network for 3D Pixel Clustering and Particle Trajectory Reconstruction in Liquid Argon Time Projection Chambers
2020/07/06 by Dae Heun Koh, Koh, Dae Heun, Pierre Côte de Soux +15 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Object Detection Techniques #Image and Video Processing (eess.IV) #Instrumentation and Detectors (physics.ins-det) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
- Operation and performance of ProtoDUNE Dual Phase liquid argon time projection chamber
2026/07/17 by DUNE Collaboration, S. Abbaslu, F. Abd Alrahman +1359
#physics.ins-det #hep-ex