Imagen de Portada

Fast multi-geometry calorimeter simulation with conditional self-attention variational autoencoders

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Smith, Dylan, Ghosh, Aishik, Liu, Junze, Baldi, Pierre, Whiteson, Daniel
Formato:	Preprint
Publicado:	2024
Materias:	High Energy Physics - Experiment
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Full Event Particle-Level Unfolding with Variable-Length Latent Variational Diffusion
por: Shmakov, Alexander, et al.
Publicado: (2024)

Learning Broken Symmetries with Approximate Invariance
por: Nabat, Seth, et al.
Publicado: (2024)

Time-dependent signals of new physics at the LHC
por: Fieg, Max H., et al.
Publicado: (2026)

Fast and Precise Track Fitting with Machine Learning
por: Miller, Ryan, et al.
Publicado: (2025)

On Focusing Statistical Power for Searches and Measurements in Particle Physics
por: Carzon, James, et al.
Publicado: (2025)

Neural simulation-based inference of the Higgs trilinear self-coupling via off-shell Higgs production
por: Ghosh, Aishik, et al.
Publicado: (2025)

Jet Rotational Metrics
por: Romero, Alexis, et al.
Publicado: (2023)

Reconstruction of boosted and resolved multi-Higgs-boson events with symmetry-preserving attention networks
por: Li, Haoyang, et al.
Publicado: (2024)

CaloGraph: Graph-based diffusion model for fast shower generation in calorimeters with irregular geometry
por: Kobylianskii, Dmitrii, et al.
Publicado: (2024)

Finding Unexpected Non-Helical Tracks
por: Condren, Levi, et al.
Publicado: (2025)

Interdisciplinary Digital Twin Engine InterTwin for calorimeter simulation
por: Allaire, Corentin, et al.
Publicado: (2025)

A universal vision transformer for fast calorimeter simulations
por: Favaro, Luigi, et al.
Publicado: (2026)

Reconstruction of Unstable Heavy Particles Using Deep Symmetry-Preserving Attention Networks
por: Fenton, Michael James, et al.
Publicado: (2023)

Characterizing Heavy Neutral Leptons: Measuring Parameters, Discriminating Majorana versus Dirac, and Using FASER2 as a Trigger for ATLAS
por: Feng, Jonathan L., et al.
Publicado: (2025)

Efficient Estimation of Unfactorizable Systematic Uncertainties
por: Romero, Alexis, et al.
Publicado: (2025)

ParaFlow: fast calorimeter simulations parameterized in upstream material configurations
por: Erdmann, Johannes, et al.
Publicado: (2025)

OmniJet-$α_C$: Learning point cloud calorimeter simulations using generative transformers
por: Birk, Joschka, et al.
Publicado: (2025)

Anomaly detection with flow-based fast calorimeter simulators
por: Krause, Claudius, et al.
Publicado: (2023)

Reconstruction of overlapping electromagnetic showers in calorimeters using Transformers
por: Maidannyk, Yuliia, et al.
Publicado: (2026)

Learning to Reconstruct Quirky Tracks
por: Sha, Qiyu, et al.
Publicado: (2024)

On the resolution of dual readout calorimeters
por: Eno, S., et al.
Publicado: (2025)

Development of the CEPC analog hadron calorimeter prototype
por: Shi, Yukun, et al.
Publicado: (2025)

CaloShowerGAN, a Generative Adversarial Networks model for fast calorimeter shower simulation
por: Giannelli, Michele Faucci, et al.
Publicado: (2023)

Particle identification capability of a homogeneous calorimeter composed of oriented crystals
por: Monti-Guarnieri, Pietro, et al.
Publicado: (2024)

Notes on recasting the ATLAS-EXOT-2019-23 search for pairs of displaced hadronic jets in the ATLAS calorimeter
por: Corpe, Louie, et al.
Publicado: (2024)

The Calibr-A-Ton: a novel method for calorimeter energy calibration
por: Vernazza, Elena, et al.
Publicado: (2025)

Measurement of the response function of the PIENU calorimeter
por: Aguilar-Arevalo, A., et al.
Publicado: (2024)

Cluster time measurement with CEPC calorimeter
por: Che, Yuzhi, et al.
Publicado: (2022)

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

Generative Unfolding of Jets and Their Substructure
por: Petitjean, Antoine, et al.
Publicado: (2025)

Determination of the absolute energy scale of the DAMPE calorimeter with the geomagnetic rigidity cutoff method
por: Zang, JingJing, et al.
Publicado: (2025)

A dump leakage calorimeter to measure the flux of high-energy electrons and photons
por: Athanassiadis, Antonios, et al.
Publicado: (2025)

AllShowers: One model for all calorimeter showers
por: Buss, Thorsten, et al.
Publicado: (2026)

Fast, accurate, and precise detector simulation with vision transformers
por: Favaro, Luigi, et al.
Publicado: (2025)

Enhancing anomaly detection with topology-aware autoencoders
por: Ngairangbam, Vishal S., et al.
Publicado: (2025)

Zero-bias new particle searches using autoencoders in UPCs and diffractive events
por: Ragoni, Simone, et al.
Publicado: (2024)

Energy and Time Histograms: Fluxes determination in calorimeters
por: Hassouna, Khalid, et al.
Publicado: (2024)

Precision calibration of calorimeter signals in the ATLAS experiment using an uncertainty-aware neural network
por: ATLAS Collaboration
Publicado: (2024)

Design optimization of hadronic calorimeters for future colliders
por: Rodrigues, Bruno, et al.
Publicado: (2025)

$ν^2$-Flows: Fast and improved neutrino reconstruction in multi-neutrino final states with conditional normalizing flows
por: Raine, John Andrew, et al.
Publicado: (2023)