Imagen de Portada

From raw data to neutrino candidates: a neural-network pipeline for Baikal-GVD

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Matseiko, A., Plotnikov, G., Kharuk, I.
Formato:	Preprint
Publicado:	2026
Materias:	Instrumentation and Methods for Astrophysics Machine Learning High Energy Physics - Experiment
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Towards Baikal-Top: Feasibility study of an onshore detector system for the joint registration of EAS with Baikal-GVD
por: Kravchenko, E. A., et al.
Publicado: (2025)

Ising noise filter: physics-informed filtering for particle detectors
por: Kharuk, I.
Publicado: (2026)

Unifying supervised learning and VAEs -- coverage, systematics and goodness-of-fit in normalizing-flow based neural network models for astro-particle reconstructions
por: Glüsenkamp, Thorsten
Publicado: (2020)

Neural posterior estimation of the neutrino direction in IceCube using transformer-encoded normalizing flows on the sphere
por: Abbasi, R., et al.
Publicado: (2026)

Enhancing Events in Neutrino Telescopes through Deep Learning-Driven Super-Resolution
por: Yu, Felix J., et al.
Publicado: (2024)

Reducing Simulation Dependence in Neutrino Telescopes with Masked Point Transformers
por: Yu, Felix J., et al.
Publicado: (2025)

Searching for EeV photons with Telescope Array Surface Detector and neural networks
por: Telescope Array Collaboration, et al.
Publicado: (2025)

New candidate polymeric wavelength shifters for noble liquid detectors
por: Kuźniak, M., et al.
Publicado: (2025)

Hierarchical Neural Simulation-Based Inference Over Event Ensembles
por: Heinrich, Lukas, et al.
Publicado: (2023)

Evaluation of EAS directions based on TAIGA HiSCORE data using fully connected neural networks
por: Kryukov, A. P., et al.
Publicado: (2025)

Gamma/hadron separation in the TAIGA experiment with neural network methods
por: Gres, E. O., et al.
Publicado: (2025)

2D Convolutional Neural Network for Event Reconstruction in IceCube DeepCore
por: Peterson, J. H., et al.
Publicado: (2023)

A multi-cubic-kilometre neutrino telescope in the western Pacific Ocean
por: Ye, Z. P., et al.
Publicado: (2022)

The forest as a neutrino detector
por: Prohira, Steven
Publicado: (2024)

Opportunities and challenges to study solar neutrinos with a Q-Pix pixel readout
por: García-Peris, M. Á., et al.
Publicado: (2025)

GRANDlib: A simulation pipeline for the Giant Radio Array for Neutrino Detection (GRAND)
por: GRAND Collaboration, et al.
Publicado: (2024)

A waveform and time digitization mainboard prototype for the hybrid digital optical module of TRIDENT neutrino experiment
por: Zhang, Guangping, et al.
Publicado: (2025)

A camera system for real-time optical calibration of water-based neutrino telescopes
por: Tian, Wei, et al.
Publicado: (2024)

Evidence for neutrino emission from the nearby active galaxy NGC 1068
por: IceCube Collaboration, et al.
Publicado: (2022)

Targeting 100-PeV tau neutrino detection with an array of phased and high-gain reconstruction antennas
por: Wissel, Stephanie, et al.
Publicado: (2024)

A water Cherenkov detector prototype for future high-energy tau-neutrino experiment
por: Yu, Monong, et al.
Publicado: (2025)

Downward ultra-high-energy neutrino detection in the air with radio antennas at ground-based observatories
por: Yue, Baobiao, et al.
Publicado: (2026)

The Potential of Water-Cherenkov Air Shower Arrays for detecting transient sources of high-energy astrophysical neutrinos
por: Alvarez-Muñiz, J., et al.
Publicado: (2023)

Design and Implementation of the Fast Data Processing System for the Baikal-GVD Neutrino Telescope
por: Allakhverdyan, V. A., et al.
Publicado: (2025)

Hybrid neural denoising for resource-efficient near- and sub-threshold radio triggering of extensive air showers
por: Aksoy, Alperen, et al.
Publicado: (2026)

New lower background and higher rate technique for anti-neutrino detection using Tungsten 183 Isotope
por: Novak, Jarred, et al.
Publicado: (2023)

Ultra-high-energy neutrino detection with radio antennas in the ground-based observatory
por: Yue, Baobiao, et al.
Publicado: (2025)

Muon Track Reconstruction Procedures at the Baikal-GVD Neutrino Telescope
por: Safronov, Grigory
Publicado: (2026)

Electron transfer efficiency in liquid xenon across THGEM holes
por: Martínez-Lema, G., et al.
Publicado: (2023)

First observation of liquid xenon electroluminescence with a Microstrip Plate
por: Martinez-Lema, G., et al.
Publicado: (2023)

First studies on cascaded dual-phase liquid hole-multipliers in xenon
por: Martínez-Lema, G., et al.
Publicado: (2024)

Characterization of field cage and cathode for low radioactivity operation with the CYGNO experiment
por: Amaro, F. D., et al.
Publicado: (2025)

What exactly did the Transformer learn from our physics data?
por: Erdmann, Martin, et al.
Publicado: (2025)

Deployment and performance of a Low-Energy-Threshold Skipper-CCD inside a nuclear reactor
por: Depaoli, E., et al.
Publicado: (2024)

Enhanced water Cherenkov detector for soil moisture detection
por: Betancourt, J., et al.
Publicado: (2025)

Reconstruction of inclined cosmic-ray properties with GRAND data
por: Guelfand, Marion, et al.
Publicado: (2025)

Sensitivity of a closed dielectric haloscope to axion dark matter
por: Ivanov, A., et al.
Publicado: (2026)

Neutrino astronomy at Lake Baikal
por: Zaborov, Dmitry
Publicado: (2024)

Signal processing and data acquisition system for the BTO detectors onboard COSI
por: Nagasawa, Shunsaku, et al.
Publicado: (2025)

QSHS: An Axion Dark Matter Resonant Search Apparatus
por: Alsulami, A., et al.
Publicado: (2025)