Copertina

Neural Posterior Estimation for UHECR source inference from 3D propagation simulations

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Bourriche, Nadine, Capel, Francesca, Hartmann, Nicole
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	High Energy Astrophysical Phenomena Instrumentation and Methods for Astrophysics
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

A Bayesian Framework for UHECR Source Association and Parameter Inference
di: Watanabe, Keito, et al.
Pubblicazione: (2025)

Beyond the Local Void: A data-driven search for the origins of the Amaterasu particle
di: Bourriche, Nadine, et al.
Pubblicazione: (2024)

Impact of multi-messenger spectral modelling on blazar-neutrino associations
di: Kuhlmann, Julian, et al.
Pubblicazione: (2025)

$ν$SpaceSim: An end-to-end simulation package to model the sensitivity of UHECR experiments to upward-moving extensive air showers sourced by cosmic neutrinos interacting in the Earth
di: Barrera, Jorge Caraça-Valente
Pubblicazione: (2025)

Updated comparison of the UHECR energy spectra measured by the Pierre Auger Observatory and the Telescope Array
di: Bergman, Douglas R., et al.
Pubblicazione: (2025)

A hierarchical Bayesian approach to point source analysis in high-energy neutrino telescopes
di: Capel, F., et al.
Pubblicazione: (2024)

Science Potential and Technical Design of the IceCube-Gen2 Surface Array (UHECR 2024)
di: Schroeder, Frank G.
Pubblicazione: (2025)

Kilonova Spectral Inverse Modelling with Simulation-Based Inference: An Amortized Neural Posterior Estimation Analysis
di: Darc, P., et al.
Pubblicazione: (2023)

Simulation-Based Inference with Neural Posterior Estimation applied to X-ray spectral fitting: Demonstration of working principles down to the Poisson regime
di: Barret, Didier, et al.
Pubblicazione: (2024)

Sensipy: simulate gamma-ray observations of transient astrophysical sources
di: Green, Jarred G., et al.
Pubblicazione: (2026)

Event Reconstruction for Radio-Based In-Ice Neutrino Detectors with Neural Posterior Estimation
di: Heyer, Nils, et al.
Pubblicazione: (2025)

A robust neural determination of the source-count distribution of the Fermi-LAT sky at high latitudes
di: Eckner, Christopher, et al.
Pubblicazione: (2025)

Rapid and robust simulation-based inference for kilonovae
di: Brown, Stephanie M., et al.
Pubblicazione: (2026)

Testing Bayesian inference of GRMHD model parameters from VLBI data
di: Yfantis, A. I., et al.
Pubblicazione: (2024)

Simulating the propagation of cosmic rays heavier than iron in SimProp
di: di Matteo, Armando
Pubblicazione: (2025)

Isolated pulsar population synthesis with simulation-based inference
di: Graber, Vanessa, et al.
Pubblicazione: (2023)

CompactObject: An open-source Python package for full-scope neutron star equation of state inference
di: Huang, Chun, et al.
Pubblicazione: (2024)

When (not) to trust Monte Carlo approximations for hierarchical Bayesian inference
di: Heinzel, Jack, et al.
Pubblicazione: (2025)

Bahamas: BAyesian inference with HAmiltonian Montecarlo for Astrophysical Stochastic background
di: Pozzoli, Federico, et al.
Pubblicazione: (2025)

Validation of straight-line signal propagation for radio signal of very inclined cosmic ray air showers
di: Broeck, Dieder Van den, et al.
Pubblicazione: (2024)

Kilonova modelling and parameter inference: Understanding uncertainties and evaluating compatibility between observations and models
di: Hussenot-Desenonges, Thomas, et al.
Pubblicazione: (2025)

Deep learning inference with the Event Horizon Telescope III. Zingularity results from the 2017 observations and predictions for future array expansions
di: Janssen, M., et al.
Pubblicazione: (2025)

Standardised formats and open-source analysis tools for the MAGIC telescopes data
di: Abe, S., et al.
Pubblicazione: (2024)

Detection prospects of very and ultra high-energy gamma rays from extended sources with ASTRI, CTA, and LHAASO
di: Celli, Silvia, et al.
Pubblicazione: (2024)

Anomaly detection in Fink. I. Discovery, follow-up, and classification of unusual sources
di: Pruzhinskaya, M. V., et al.
Pubblicazione: (2026)

Classification of Fermi-LAT unassociated sources with machine learning in the presence of dataset shifts
di: Malyshev, Dmitry V.
Pubblicazione: (2024)

SUSHI: An algorithm for source separation of hyperspectral images with non-stationary spectral variation
di: Lascar, Julia, et al.
Pubblicazione: (2024)

Status of the CORSIKA 8 particle-shower simulation code
di: Gaudu, Chloé
Pubblicazione: (2024)

Benchmarking of Geant4 simulations for the COSI Anticoincidence System
di: Ciabattoni, Alex, et al.
Pubblicazione: (2025)

Blind source separation for decomposing X-ray pulsar profiles. Introducing phase-correlated variability analysis (PCVA) with a case study of Cen X-3
di: Saathoff, Inga, et al.
Pubblicazione: (2024)

Localization and Confidence Region Estimation of Short GRBs with the COSI BGO Shield Using a HEALPix-Based Deep Learning Approach
di: Parmiggiani, N., et al.
Pubblicazione: (2026)

Towards a response function for the COSI anticoincidence system: preliminary results from Geant4 simulations
di: Ciabattoni, Alex, et al.
Pubblicazione: (2024)

Enhancing searches for astrophysical neutrino sources in IceCube with machine learning and improved spatial modeling
di: Seen, Leo, et al.
Pubblicazione: (2025)

Time domain astrophysics with transient sources. Delay estimate via Cross Correlation Function techniques
di: Leone, W., et al.
Pubblicazione: (2025)

Correction method applied to MC simulated LST images affected by clouds
di: Żywucka, Natalia, et al.
Pubblicazione: (2024)

The core software and simulation activities for data analysis at the Pierre Auger Observatory
di: Santos, Eva
Pubblicazione: (2025)

In-orbit background and sky survey simulation study of POLAR-2/LPD
di: Feng, Zu-Ke, et al.
Pubblicazione: (2023)

LHAASO-KM2A detector simulation using Geant4
di: Cao, Zhen, et al.
Pubblicazione: (2024)

GBD-DART-I : Pulsars and transient source observation between 130 MHz and 350 MHz at Gauribidanur
di: B, Arul Pandian, et al.
Pubblicazione: (2026)

Explainable machine learning classification of \textit{Chandra} X-ray sources: SHAP analysis of multi-wavelength features
di: Kumaran, Shivam, et al.
Pubblicazione: (2026)