1 code implementation • 10 Feb 2023 • Jay Chan, Benjamin Nachman
We propose a new machine learning-based unfolding method that results in an unbinned differential cross section and can profile nuisance parameters.
no code implementations • 21 Dec 2020 • Sau Lan Wu, Jay Chan, Wen Guan, Shaojun Sun, Alex Wang, Chen Zhou, Miron Livny, Federico Carminati, Alberto Di Meglio, Andy C. Y. Li, Joseph Lykken, Panagiotis Spentzouris, Samuel Yen-Chi Chen, Shinjae Yoo, Tzu-Chieh Wei
On the quantum hardware, the quantum variational classifier method has shown promising discrimination power, comparable to that on the quantum simulator.
Quantum Physics High Energy Physics - Experiment