Copertina

Quantum convolutional neural networks for jet images classification

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Elhag, Hala, Hartung, Tobias, Jansen, Karl, Nagano, Lento, Pirina, Giorgio Menicagli, Di Tucci, Alice
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Quantum Physics High Energy Physics - Phenomenology
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Quantum Machine Learning for particle scattering entanglement classification
di: Elhag, Hala, et al.
Pubblicazione: (2026)

A multicategory jet image classification framework using deep neural network
di: Sandoval, Jairo Orozco, et al.
Pubblicazione: (2024)

Quantum enhanced identification of boosted jets with quantum graph neural networks
di: Kangaziankangazi, Parichehr, et al.
Pubblicazione: (2026)

Enforcing exact permutation and rotational symmetries in the application of quantum neural network on point cloud datasets
di: Li, Zhelun, et al.
Pubblicazione: (2024)

Fixed point actions from convolutional neural networks
di: Holland, Kieran, et al.
Pubblicazione: (2023)

Ground state preparation in $(2+1)$-dimensional pure $\mathbb{Z}_2$ lattice gauge theory via deterministic quantum imaginary time evolution
di: Sekiyama, Minoru, et al.
Pubblicazione: (2026)

Line shape analysis of $Λ(1405)$ in $γp \rightarrow K^+Σ^-π^+$ reaction using convolutional neural network
di: Chavez, Vince Angelo A., et al.
Pubblicazione: (2025)

Tagging more quark jet flavours at FCC-ee at 91 GeV with a transformer-based neural network
di: Blekman, Freya, et al.
Pubblicazione: (2024)

Streamlined jet tagging network assisted by jet prong structure
di: Hammad, A., et al.
Pubblicazione: (2024)

Machine learning a fixed point action for SU(3) gauge theory with a gauge equivariant convolutional neural network
di: Holland, Kieran, et al.
Pubblicazione: (2024)

Transformer networks for Heavy flavor jet tagging
di: Hammad, A., et al.
Pubblicazione: (2024)

Is infrared-collinear safe information all you need for jet classification?
di: Athanasakos, Dimitrios, et al.
Pubblicazione: (2023)

Theory-informed neural networks for particle physics
di: Dillon, Barry M., et al.
Pubblicazione: (2025)

Equivariant neural networks for robust $\textit{CP}$ observables
di: Cruz, Sergio Sánchez, et al.
Pubblicazione: (2024)

Learning Feynman integrals from differential equations with neural networks
di: Calisto, Francesco, et al.
Pubblicazione: (2023)

Apples to Apples in Jet Quenching: robustness of Machine Learning classification of quenched jets to Underlying Event contamination
di: Gonçalves, João Arruda, et al.
Pubblicazione: (2025)

Meson properties and symmetry emergence based on the deep neural network
di: Tong, Xin, et al.
Pubblicazione: (2025)

Looking inside jets: an introduction to jet substructure and boosted-object phenomenology
di: Marzani, Simone, et al.
Pubblicazione: (2019)

Wilson loops with neural networks
di: Bellscheidt, Verena, et al.
Pubblicazione: (2026)

Quenching of polarized jets
di: Yao, Wen-Hao, et al.
Pubblicazione: (2025)

A rotation-equivariant graph neural network for learning hadronic SMEFT effects
di: Chatterjee, Suman, et al.
Pubblicazione: (2024)

Amplitude-assisted tagging of longitudinally polarised bosons using wide neural networks
di: Grossi, Michele, et al.
Pubblicazione: (2023)

On the solution of Euclidean path integrals with neural networks
di: Balassa, Gabor
Pubblicazione: (2025)

The Lund $b$-jet plane
di: Ghira, Andrea, et al.
Pubblicazione: (2025)

Semi-visible emerging jets
di: Carrasco, Juliana, et al.
Pubblicazione: (2025)

Addressing the sign-problem in Euclidean path integrals with radial basis function neural networks
di: Balassa, Gabor
Pubblicazione: (2025)

Universal quantum computation in topological quantum neural networks and amplituhedron representation
di: Fields, Chris, et al.
Pubblicazione: (2025)

Universality and emergent effective fluid from jets and string breaking in the massive Schwinger model using tensor networks
di: Janik, Romuald A., et al.
Pubblicazione: (2025)

Invisible jets from composite neutrinos
di: Borrello, Matteo, et al.
Pubblicazione: (2025)

Flavor and path-length dependence of jet quenching from inclusive jet and γ-jet suppression
di: Ogrodnik, Agnieszka, et al.
Pubblicazione: (2024)

Analytic two-loop amplitudes for di-jet and $γ+$jet production mediated by a heavy-quark loop
di: Coro, Federico, et al.
Pubblicazione: (2025)

Recasting the ATLAS search for displaced hadronic jets in the ATLAS calorimeter with additional jets or leptons using surrogate models
di: Corpe, Louie, et al.
Pubblicazione: (2025)

Asymmetric jet shapes with 2D jet tomography
di: Xiao, Yu-Xin, et al.
Pubblicazione: (2024)

Searching for Lorentz invariance violation with artificial neural networks
di: Terzić, Tomislav, et al.
Pubblicazione: (2025)

The analytic structure of the QCD propagators, confinement, and deconfinement
di: Comitini, Giorgio
Pubblicazione: (2026)

Determination of the HERA coherent diffractive $J/ψ$ production cross section via artificial neural network
di: Baihaqi, Taufiq Iqbal, et al.
Pubblicazione: (2025)

Extraction of the color dipole amplitude with physics-informed neural networks
di: Kou, Wei, et al.
Pubblicazione: (2026)

Flavor physics at the EIC with b-jet tagging
di: Bar-Shalom, Shaouly, et al.
Pubblicazione: (2026)

A dress of flavour to suit any jet
di: Gauld, Rhorry, et al.
Pubblicazione: (2022)

Pileup density estimate independent on jet multiplicity
di: Berta, Peter, et al.
Pubblicazione: (2023)