no code implementations • 28 Apr 2024 • Cheng Jiang, Sitian Qian, Huilin Qu
Tabular data stands out as one of the most frequently encountered types in high energy physics.
1 code implementation • 8 Feb 2022 • Huilin Qu, Congqiao Li, Sitian Qian
Based on the large dataset, we propose a new Transformer-based architecture for jet tagging, called Particle Transformer (ParT).
Ranked #1 on Jet Tagging on JetClass
1 code implementation • 15 Dec 2020 • Frédéric A. Dreyer, Huilin Qu
The identification of boosted heavy particles such as top quarks or vector bosons is one of the key problems arising in experimental studies at the Large Hadron Collider.
6 code implementations • 22 Feb 2019 • Huilin Qu, Loukas Gouskos
How to represent a jet is at the core of machine learning on jet physics.
Ranked #2 on Jet Tagging on JetClass