121 citations · 232 across the 18 of their papers we have counts for
19 papers
Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision
Thea Klaeboe Aarrestad, Alaa Abdelhamid, Haider Abidi +457
Experimental particle physics seeks to understand the universe by probing its fundamental particles and forces and exploring how they govern the large-scale processes that shape co…
Quantum Entanglement between gauge boson pairs at a Muon Collider
Ran Ding, Alim Ruzi, Sitian Qian +3
Quantum entanglement is one of significant physics phenomena that can be examined at a particle collider. A muon collider can provide a stage on which we can study substantial phys…
Testing Bell inequalities and probing quantum entanglement at a muon collider
Alim Ruzi, Youpeng Wu, Ran Ding +3
A muon collider represents a promising candidate for the next generation of particle physics experiments after the expected end of LHC operations in the early 2040s. Rare or hard-t…
Searching for Majorana Neutrinos at a Same-Sign Muon Collider
Ruobing Jiang, Tianyi Yang, Sitian Qian +4
Majorana properties of neutrinos have long been a focus in the pursuit of possible new physics beyond the standard model, which has motivated lots of dedicated theoretical and expe…
A Comparative Study of Z mediated Charged Lepton Flavor Violation at future lepton colliders
Jingshu Li, Wanyue Wang, Xunye Cai +5
Charged lepton flavor violation (CLFV) represents a transition between charged leptons of different generations that violates lepton flavor conservation, which is a clear signature…
Low Energy Neutrino and Mass Dark Matter Detection Using Freely Falling Atoms
Alim Ruzi, Sitian Qian, Tianyi Yang +1
We propose a new method to detect low-energy neutrinos and low-mass dark matter at or below the MeV scale, through their coherent scatterings from freely falling heavy atoms and th…
Muon Beam for Neutrino CP Violation: connecting energy and neutrino frontiers
Alim Ruzi, Tianyi Yang, Dawei Fu +3
We propose here a proposal to connect neutrino and energy frontiers, by exploiting collimated muon beams for neutrino oscillations, which generate symmetric neutrino and antineutri…
Application of Quantum Machine Learning in a Higgs Physics Study at the CEPC
Abdualazem Fadol, Qiyu Sha, Yaquan Fang +5
Machine learning has blossomed in recent decades and has become essential in many fields. It significantly solved some problems in particle physics -- particle reconstruction, even…
Does Lorentz-symmetric design boost network performance in jet physics?
Congqiao Li, Huilin Qu, Sitian Qian +5
In the deep learning era, improving the neural network performance in jet physics is a rewarding task as it directly contributes to more accurate physics measurements at the LHC. R…
The physics case for neutrino-neutrino collisions
Sitian Qian, Tianyi Yang, Sen Deng +6
Addressing the mass origin and properties of neutrinos is of strong interest to particle physics, baryogenesis and cosmology. Popular explanations involve physics beyond the standa…
The physics case for a neutrino lepton collider in light of the CDF W mass measurement
Tianyi Yang, Sitian Qian, Sen Deng +6
We propose a neutrino lepton collider where the neutrino beam is generated from TeV scale muon decays. Such a device would allow for a precise measurement of the W mass based on si…
Particle Transformer for Jet Tagging
Huilin Qu, Congqiao Li, Sitian Qian
Jet tagging is a critical yet challenging classification task in particle physics. While deep learning has transformed jet tagging and significantly improved performance, the lack…
An Efficient Lorentz Equivariant Graph Neural Network for Jet Tagging
Shiqi Gong, Qi Meng, Jue Zhang +6
Deep learning methods have been increasingly adopted to study jets in particle physics. Since symmetry-preserving behavior has been shown to be an important factor for improving th…
Boosted tau lepton as a microscope and macroscope
Sitian Qian, Zhe Guan, Sen Deng +9
Anomalies from the LHCb lepton flavour universality and Fermilab muon anomalous magnetic momentum, show tantalizing hints of possible new physics from the lepton sectors. Due to it…
Searching for heavy leptoquarks at a muon collider
Sitian Qian, Congqiao Li, Qiang Li +5
The LHCb Collaboration recently gave an update on testing lepton flavour universality with , in which a 3.1 standard deviations from the standard…
Animating collider processes with Event-time-frame Format
Leyun Gao, Jing Peng, Zilin Dai +4
High Energy Physics processes, such as hard scattering, parton shower, and hadronization, occur at colliders around the world, e.g., the Large Hadron Collider in Europe. The variou…
Longitudinally polarized ZZ scattering at the Muon Collider
Tianyi Yang, Sitian Qian, Zhe Guan +5
Measuring longitudinally polarized vector boson scattering in, e.g., the ZZ channel is a promising way to investigate the unitarization scheme from the Higgs and possible new physi…
The physics case for an electron-muon collider
Meng Lu, Andrew Michael Levin, Congqiao Li +6
An electron-muon collider with an asymmetric collision profile targeting multi-ab integrated luminosity is proposed. This novel collider, operating at collisions energies of…
Schrödinger PCA: On the Duality between Principal Component Analysis and Schrödinger Equation
Ziming Liu, Sitian Qian, Yixuan Wang +2
Principal component analysis (PCA) has achieved great success in unsupervised learning by identifying covariance correlations among features. If the data collection fails to captur…