1 citations · 1 across the 2 of their papers we have counts for
2 papers
hep-ex2026
CaloTrilogy: Toward a Breakthrough in One-Step, End-to-End, Physics-Guided Shower Generation for Modern Calorimeters
Cheng Jiang, Sitian Qian, Kevin Pedro +3
High-precision calorimeter simulation at current and future colliders imposes rapidly growing computational demands, motivating the development of machine-learning surrogates for t…
physics.ins-det2024★ 1 cited
BUFF: Boosted Decision Tree based Ultra-Fast Flow matching
Cheng Jiang, Sitian Qian, Huilin Qu
Tabular data stands out as one of the most frequently encountered types in high energy physics. Unlike commonly homogeneous data such as pixelated images, simulating high-dimension…