Cover Image

An interpretable unsupervised representation learning for high precision measurement in particle physics

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lv, Xing-Jian, Miao, De-Xing, Xu, Zi-Jun, Wang, Jian-Chun
Format:	Preprint
Published:	2025
Subjects:	High Energy Physics - Experiment Artificial Intelligence Instrumentation and Detectors
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Full event interpretation with machine-learning-based particle-flow reconstruction in the CMS detector
by: CMS Collaboration
Published: (2026)

A highly sensitive SF$_6$-based leak test system for JUNO 3-inch PMT underwater electronics boxes
by: Chu, Ziliang, et al.
Published: (2025)

Suppression of $^{14}\mathrm{C}$ photon hits in large liquid scintillator detectors via spatiotemporal deep learning
by: Li, Junle, et al.
Published: (2026)

Efficient and precise Cherenkov-based charged particle timing using SiPMs
by: Mazziotta, M. N., et al.
Published: (2026)

Front-end electronics development of large-area SiPM arrays for high-precision single-photon time measurement
by: Zhi, Wei, et al.
Published: (2024)

Detector description conversion and visualization in Unity for high energy physics experiments
by: Song, Tian-Zi, et al.
Published: (2025)

Retrieval-Augmented Question Answering over Scientific Literature for the Electron-Ion Collider
by: Jat, Tina. J., et al.
Published: (2026)

Physics Instrument Design with Reinforcement Learning
by: Qasim, Shah Rukh, et al.
Published: (2024)

Towards a Self-Driving Trigger at the LHC: Adaptive Response in Real Time
by: Emami, Shaghayegh, et al.
Published: (2026)

A 3D segmented Water-based Liquid Scintillator for high-precision detection of neutrinos in water
by: Li, Botao, et al.
Published: (2025)

Variable Rate Neural Compression for Sparse Detector Data
by: Huang, Yi, et al.
Published: (2024)

Development of nanocomposite scintillators for use in high-energy physics
by: Antonelli, A., et al.
Published: (2024)

Performance of the FARICH-based particle identification at charm superfactories using machine learning
by: Chadeeva, M., et al.
Published: (2025)

Toward precision physics tests with future COHERENT detectors
by: Corona, M. Atzori, et al.
Published: (2025)

Novel coincidence detection technique for precision measurement of neutron-capture-induced nuclear recoils
by: Biffl, A J, et al.
Published: (2025)

An ultrafast plenoptic-camera system for high-resolution 3D particle tracking in unsegmented scintillators
by: Dieminger, Till, et al.
Published: (2025)

Study of residual artificial neural network for particle identification in the CEPC high-granularity calorimeter prototype
by: Song, Siyuan, et al.
Published: (2023)

Millikelvin-precision temperature sensing for advanced cryogenic detectors
by: Antonova, Maria, et al.
Published: (2025)

A new method to search for highly ionizing exotic particles, monopoles and beyond, using time projection chamber
by: Arslandok, Mesut, et al.
Published: (2024)

Ultra-high precision high voltage system for PTOLEMY
by: Ammendola, R., et al.
Published: (2025)

The ITS3 detector and physics reach of the LS3 ALICE Upgrade
by: Wang, Chun-Zheng
Published: (2024)

Single electron charge spectra of 8-inch high-collection-efficiency MCP-PMTs
by: Weng, Jun, et al.
Published: (2024)

Belle II track finding and hit filtering using precise timing information
by: Wessel, C.
Published: (2025)

A study to suppress a sneaking cosmic muon background in the COMET experiment
by: Moritsu, Manabu, et al.
Published: (2025)

Search for fractionally charged particles with CUORE
by: CUORE Collaboration, et al.
Published: (2024)

Detector integration at HEPS: a systematic, efficient and high-performance approach
by: Zhang, Qun, et al.
Published: (2024)

Fluorescence time profile measurement of LAB based liquid scintillator in response to medium relativistic ion particles
by: Luo, Xiaojie, et al.
Published: (2025)

Data-driven precision determination of the material budget in ALICE
by: ALICE Collaboration
Published: (2023)

Searches for long-lived particles with the ANUBIS experiment
by: Shah, Aashaq
Published: (2024)

Quartz fluorescence backgrounds in xenon particle detectors
by: Sorensen, P., et al.
Published: (2025)

Additive manufacturing of a 3D-segmented plastic scintillator detector for tracking and calorimetry of elementary particles
by: Weber, Tim, et al.
Published: (2023)

Quantum measurement systems and applications to particle physics and cosmology
by: Hazumi, Masashi
Published: (2025)

Efficient cosmic ray generator for particle detector simulations
by: Ibáñez, David Díez, et al.
Published: (2025)

Beam test results of a fully 3D-printed plastic scintillator particle detector prototype
by: Li, Botao, et al.
Published: (2024)

Design & Optimization of the HV divider for JUNO 20-inch PMT
by: Luo, Feng-Jiao, et al.
Published: (2023)

On-chip probabilistic inference for charged-particle tracking at the sensor edge
by: Das, Arghya Ranjan, et al.
Published: (2026)

Validation of electrodeposited 241Am alpha-particle sources for use in liquified gas detectors at cryogenic temperatures
by: Alamillo, E. Calvo, et al.
Published: (2024)

Large Language Models for Physics Instrument Design
by: Zoccheddu, Sara, et al.
Published: (2026)

Towards a RAG-based Summarization Agent for the Electron-Ion Collider
by: Suresh, Karthik, et al.
Published: (2024)

Spatially Aware Linear Transformer (SAL-T) for Particle Jet Tagging
by: Wang, Aaron, et al.
Published: (2025)