Imagen de Portada

Quantum Integration Networks for Efficient Monte Carlo in High-Energy Physics

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Yi, Heechan, Ban, Kayoung, Park, Myeonghun, Kong, Kyoungchul
Formato:	Preprint
Publicado:	2025
Materias:	Quantum Physics High Energy Physics - Phenomenology
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

LeStrat-Net: Lebesgue style stratification for Monte Carlo simulations powered by machine learning
por: Ban, Kayoung, et al.
Publicado: (2024)

Hybrid quantum-classical approach for combinatorial problems at hadron colliders
por: Scott, Jacob L., et al.
Publicado: (2024)

Quantum Sensing Radiative Decays of Neutrinos and Dark Matter Particles
por: Dong, Zhongtian, et al.
Publicado: (2025)

Quantum Attention for Vision Transformers in High Energy Physics
por: Tesi, Alessandro, et al.
Publicado: (2024)

Quantum Simulation of the Real-time Dynamics in the multi-flavor Gross-Neveu Model at the utility scale using Superconducting Quantum Computers
por: Chowdhury, Talal Ahmed, et al.
Publicado: (2026)

Lie-Equivariant Quantum Graph Neural Networks
por: Neto, Jogi Suda, et al.
Publicado: (2024)

When the Machine Chimes the Bell: Entanglement and Bell Inequalities with Boosted $t\bar{t}$
por: Dong, Zhongtian, et al.
Publicado: (2023)

Quantum Frontiers in High Energy Physics
por: Fang, Yaquan, et al.
Publicado: (2024)

Quantum Information Meets High-Energy Physics: Probing Neutrinos and Beyond
por: Serao, Raoul, et al.
Publicado: (2025)

Quantum Information meets High-Energy Physics: Input to the update of the European Strategy for Particle Physics
por: Afik, Yoav, et al.
Publicado: (2025)

Quantum computing applications in High Energy Physics: clustering, integration and generative models
por: de Lejarza, Jorge J. Martínez
Publicado: (2025)

A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural Networks
por: Forestano, Roy T., et al.
Publicado: (2023)

$\mathbb{Z}_2\times \mathbb{Z}_2$ Equivariant Quantum Neural Networks: Benchmarking against Classical Neural Networks
por: Dong, Zhongtian, et al.
Publicado: (2023)

Quantum Diffusion Model for Quark and Gluon Jet Generation
por: Baidachna, Mariia, et al.
Publicado: (2024)

High-Energy Decays and Weak Quantum Measurements
por: Barr, Alan J.
Publicado: (2025)

The Monte Carlo Ecosystem in High-Energy Physics: A Primer
por: van Beekveld, Melissa, et al.
Publicado: (2026)

Particle Collisions & Quantum Entanglement in High-Energy Collisions
por: Gabrielli, Emidio
Publicado: (2025)

$M_{TN}$ is all you need: production of multiple semi-invisible resonances at hadron colliders
por: Dong, Zhongtian, et al.
Publicado: (2024)

Quantum Complexity and New Directions in Nuclear Physics and High-Energy Physics Phenomenology
por: Robin, Caroline E. P., et al.
Publicado: (2026)

Entanglement entropy, Monte Carlo event generators, and soft gluons DIScovery
por: Hentschinski, Martin, et al.
Publicado: (2025)

Quantum Pathways for Charged Track Finding in High-Energy Collisions
por: Brown, Christopher, et al.
Publicado: (2023)

Optimised Inference of Quantum Phenomena in High-Energy Collider Experiments
por: Nguyen, Hai-Chau, et al.
Publicado: (2026)

Hybrid Quantum Vision Transformers for Event Classification in High Energy Physics
por: Unlu, Eyup B., et al.
Publicado: (2024)

Accelerated Quantum Circuit Monte-Carlo Simulation for Heavy Quark Thermalization
por: Qian, Wenyang
Publicado: (2024)

High Energy Physics from Low Energy Physics
por: Farrell, Roland C.
Publicado: (2024)

Gravity-Mediated Dark Matter at a low reheating temperature
por: Lee, Hyun Min, et al.
Publicado: (2024)

Direct Detection of Mechanism-Agnostic Fast-Moving Dark Matter
por: Alhazmi, Haider, et al.
Publicado: (2025)

Superoscillations in High Energy Physics and Gravity
por: Addazi, Andrea, et al.
Publicado: (2024)

Analytical Insights on Hadronic Top Quark Polarimetry
por: Dong, Zhongtian, et al.
Publicado: (2024)

Hadronic Top Quark Polarimetry with ParticleNet
por: Dong, Zhongtian, et al.
Publicado: (2024)

Direct Detection of Fast-Moving Low-Mass Dark Matter
por: Alhazmi, Haider, et al.
Publicado: (2025)

MAGE-HEP: Monte Carlo Analysis and Graphical Environment for High-Energy Physics
por: Gupta, Rishabh, et al.
Publicado: (2026)

Exploring Exotic Decays of the Higgs Boson to Multi-Photons at the LHC via Multimodal Learning Approaches
por: Hammad, A., et al.
Publicado: (2024)

Unlocking Multidimensional Integration with Quantum Adaptive Importance Sampling
por: Pyretzidis, Konstantinos, et al.
Publicado: (2025)

Euclidean-Monte-Carlo-informed ground-state preparation for quantum simulation of scalar field theory
por: Gupta, Navya, et al.
Publicado: (2025)

Monte Carlo studies of the emergent spacetime in the polarized IKKT model
por: Chou, Chien-Yu, et al.
Publicado: (2025)

Accelerated quantum circuit Monte-Carlo simulation for heavy quark thermalization
por: Du, Xiaojian, et al.
Publicado: (2023)

Quantum Computing for Energy Correlators
por: Lee, Kyle, et al.
Publicado: (2024)

Testing Bell inequalities and probing quantum entanglement at CEPC
por: Wu, Youpeng, et al.
Publicado: (2024)

Efficient Truncations of SU($N_c$) Lattice Gauge Theory for Quantum Simulation
por: Ciavarella, Anthony N., et al.
Publicado: (2025)