Unravelling physics beyond the standard model with classical and quantum
anomaly detection

Unravelling physics beyond the standard model with classical and quantum anomaly detection

25 January 2023

Julian Schuhmacher

Panagiotis Kl Barkoutsos

Papers citing "Unravelling physics beyond the standard model with classical and quantum anomaly detection"

11 / 11 papers shown

Title
Quorum: Zero-Training Unsupervised Anomaly Detection using Quantum Autoencoders Jason Ludmir Sophia Rebello Jacob Ruiz Tirthak Patel 31 0 0 17 Apr 2025
TRANSIT your events into a new mass: Fast background interpolation for weakly-supervised anomaly searches Ivan Oleksiyuk S. Voloshynovskiy Tobias Golling DiffM 41 0 0 06 Mar 2025
Anomaly Detection for Real-World Cyber-Physical Security using Quantum Hybrid Support Vector Machines Tyler Cultice Md. Saif Hassan Onim Annarita Giani Himanshu Thapliyal 11 2 0 08 Sep 2024
MEMO-QCD: Quantum Density Estimation through Memetic Optimisation for Quantum Circuit Design Juan E. Ardila-García Vladimir Vargas-Calderón Fabio A. González Diego H. Useche Herbert Vinck-Posada 35 1 0 12 Jun 2024
Jet Discrimination with Quantum Complete Graph Neural Network Yi-An Chen Kai-Feng Chen GNN 21 1 0 08 Mar 2024
Machine Learning for Anomaly Detection in Particle Physics Vasilis Belis Patrick Odagiu Thea Klæboe Årrestad 30 40 0 20 Dec 2023
Improving new physics searches with diffusion models for event observables and jet constituents Debajyoti Sengupta Matthew Leigh J. A. Raine Samuel Klein T. Golling DiffM 38 15 0 15 Dec 2023
Generative Invertible Quantum Neural Networks Armand Rousselot M. Spannowsky BDL 14 9 0 24 Feb 2023
Quantum anomaly detection in the latent space of proton collision events at the LHC Kinga Anna Wo'zniak Vasilis Belis E. Puljak Panagiotis Kl Barkoutsos Günther Dissertori Michele Grossi M. Pierini F. Reiter I. Tavernelli S. Vallecorsa 15 35 0 25 Jan 2023
Automatic and effective discovery of quantum kernels Massimiliano Incudini Daniele Lizzio Bosco F. Martini Michele Grossi Giuseppe Serra Alessandra Di Pierro 31 4 0 22 Sep 2022
Importance of Kernel Bandwidth in Quantum Machine Learning Ruslan Shaydulin Stefan M. Wild 30 37 0 09 Nov 2021