Raghav Kansal
- Applications and Techniques for Fast Machine Learning in Science
2021/10/25 by A. M. Deiana, Allison McCarn Deiana, Nhan Viet Tran +111 · 1 voice · 5 citations
Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Artificial intelligence #Computer science #Data science #Neural Networks and Reservoir Computing #Resource (disambiguation) #Scientific Computing and Data Management #Scientific discovery
- Particle Graph Autoencoders and Differentiable, Learned Energy Mover's Distance
2021/11/24 by Steven Tsan, Raghav Kansal, Tsan, Steven +15 · 4 citations
Computer Science · Physics and Astronomy · #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an) #cs.LG #hep-ex #physics.data-an
- Particle Cloud Generation with Message Passing Generative Adversarial Networks
2021/06/22 by R. Kansal, Raghav Kansal, Javier Duarte +19 · 4 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #cs.LG #hep-ex
- Explaining machine-learned particle-flow reconstruction
2021/11/24 by Farouk Mokhtar, Raghav Kansal, Mokhtar, Farouk +11 · 1 citation
Computer Science · Physics and Astronomy · #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an) #cs.LG #hep-ex #physics.data-an #physics.ins-det
- Improving Di-Higgs Sensitivity at Future Colliders in Hadronic Final States with Machine Learning
2022/03/14 by A Apresyan, Apresyan, Artur, D. Díaz +19 · 1 citation
Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Particle Detector Development and Performance #Particle physics theoretical and experimental studies
- Learning Symmetry-Independent Jet Representations via Jet-Based Joint Embedding Predictive Architecture
2024/11/30 by Subash Katel, Katel, Subash, Haoyang Li +9 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Graphics and Visualization Techniques #Data Analysis #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) #Statistics and Probability (physics.data-an)