Benchmarking Quantum Convolutional Neural Networks for Signal Classification in Simulated Gamma-Ray Burst Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Farsian, Farida, Parmiggiani, Nicolò, Rizzo, Alessandro, Panebianco, Gabriele, Bulgarelli, Andrea, Schillirò, Francesco, Burigana, Carlo, Cardone, Vincenzo, Cappelli, Luca, Meneghetti, Massimo, Murante, Giuseppe, Sarracino, Giuseppe, Scaramella, Roberto, Testa, Vincenzo, Trombetti, Tiziana |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Numerical limits in the integration of Vlasov-Poisson equation for Cold Dark Matter
by: Cappelli, Luca, et al.
Published: (2025)
by: Cappelli, Luca, et al.
Published: (2025)
The Application of Quantum Fourier Transform in Cosmic Microwave Background Data Analysis
by: Farsian, Farida, et al.
Published: (2025)
by: Farsian, Farida, et al.
Published: (2025)
Quantum Markov Chain Monte Carlo for Cosmological Functions
by: Sarracino, Giuseppe, et al.
Published: (2025)
by: Sarracino, Giuseppe, et al.
Published: (2025)
A Quantum Genetic Algorithm with application to Cosmological Parameters Estimation
by: Sarracino, Giuseppe, et al.
Published: (2026)
by: Sarracino, Giuseppe, et al.
Published: (2026)
Quantum Convolutional Neural Networks for the detection of Gamma-Ray Bursts in the AGILE space mission data
by: Rizzo, A., et al.
Published: (2024)
by: Rizzo, A., et al.
Published: (2024)
Comparing Quantum Machine Learning Approaches in Astrophysical Signal Detection
by: Ziiatdinov, Mansur, et al.
Published: (2025)
by: Ziiatdinov, Mansur, et al.
Published: (2025)
Observer motion and boosting effects on the cosmic background monopole spectrum, solutions and perspectives
by: Trombetti, Tiziana
Published: (2025)
by: Trombetti, Tiziana
Published: (2025)
From Vlasov-Poisson to Schrödinger-Poisson: dark matter simulation with a quantum variational time evolution algorithm
by: Cappelli, Luca, et al.
Published: (2023)
by: Cappelli, Luca, et al.
Published: (2023)
On the fast computation of the observer motion effects induced on monopole frequency spectra for tabulated functions
by: Trombetti, Tiziana, et al.
Published: (2024)
by: Trombetti, Tiziana, et al.
Published: (2024)
Quantum Algorithm for the Fixed-Radius Neighbor Search
by: Cappelli, Luca, et al.
Published: (2025)
by: Cappelli, Luca, et al.
Published: (2025)
The Real-Time Data Processor Framework for Data Handling and Analysis of High-Energy Instruments
by: Bulgarelli, A., et al.
Published: (2025)
by: Bulgarelli, A., et al.
Published: (2025)
Embedding Reliability for Unsupervised Classification of Gamma Ray Burst progenitors from Prompt Gamma-ray Emission
by: Cibrario, Nicoló, et al.
Published: (2025)
by: Cibrario, Nicoló, et al.
Published: (2025)
Insights on the Gamma-Ray Bursts variability in their cosmological rest frame
by: Della Casa, Giovanni, et al.
Published: (2026)
by: Della Casa, Giovanni, et al.
Published: (2026)
Structure evolution with cosmic backgrounds from radio to far infrared
by: Burigana, Carlo, et al.
Published: (2025)
by: Burigana, Carlo, et al.
Published: (2025)
SubDLe: identification of substructures in cosmological simulations with deep learning
by: Esposito, Michela, et al.
Published: (2024)
by: Esposito, Michela, et al.
Published: (2024)
Using Planck maps for a systematic search of ultra-bright high-redshift strongly lensed galaxies
by: Bonato, Matteo, et al.
Published: (2025)
by: Bonato, Matteo, et al.
Published: (2025)
Label Propagation for Identifying Gamma-Ray Burst Progenitors from Prompt Emission
by: Strain, Skye, et al.
Published: (2026)
by: Strain, Skye, et al.
Published: (2026)
On Robust Measures of Spatial Correlation
by: Nardelli, Vincenzo, et al.
Published: (2024)
by: Nardelli, Vincenzo, et al.
Published: (2024)
Detecting Spatial Outliers: the Role of the Local Influence Function
by: Arbia, Giuseppe, et al.
Published: (2024)
by: Arbia, Giuseppe, et al.
Published: (2024)
On Spatial Lag Models estimated using crowdsourcing, web-scraping or other unconventionally collected data
by: Arbia, Giuseppe, et al.
Published: (2020)
by: Arbia, Giuseppe, et al.
Published: (2020)
Status epilepticus: Is there a Stage 1 plus?
by: Giuseppe Magro, et al.
Published: (2024)
by: Giuseppe Magro, et al.
Published: (2024)
Exploring Aperiodic Order in Photonic Time Crystals
by: Coppolaro, Marino, et al.
Published: (2025)
by: Coppolaro, Marino, et al.
Published: (2025)
New applications of Graph Neural Networks in Cosmology
by: Farsian, Farida, et al.
Published: (2022)
by: Farsian, Farida, et al.
Published: (2022)
On the Duration of Gamma-Ray Bursts
by: Zhang, Bing
Published: (2024)
by: Zhang, Bing
Published: (2024)
Supernovae and Gamma Ray Bursts
by: M. Della Valle
Published: (2007)
by: M. Della Valle
Published: (2007)
Luminosity Function of collapsar Gamma-Ray Bursts:the Progenitor of Long Gamma-Ray Bursts Is Not Singular
by: Qu, Yan-Kun, et al.
Published: (2025)
by: Qu, Yan-Kun, et al.
Published: (2025)
Mapping Gamma-Ray Bursts: Distinguishing Progenitor Systems Through Machine Learning
by: Espinoza, Sharleen N., et al.
Published: (2025)
by: Espinoza, Sharleen N., et al.
Published: (2025)
On the gradient rearrangement of functions
by: Amato, Vincenzo, et al.
Published: (2023)
by: Amato, Vincenzo, et al.
Published: (2023)
On some functionals involving torsional rigidity, principal eigenvalue and perimeter
by: Amato, Vincenzo, et al.
Published: (2026)
by: Amato, Vincenzo, et al.
Published: (2026)
Advancing Gamma-Ray Burst Identification through Transfer Learning with Convolutional Neural Networks
by: Zhang, Peng, et al.
Published: (2024)
by: Zhang, Peng, et al.
Published: (2024)
Multiwavelength Observations of Gamma Ray Bursts
by: Gupta, Rahul
Published: (2023)
by: Gupta, Rahul
Published: (2023)
Cosmological Evolution of Gamma Ray Bursts
by: Champati, Sujay, et al.
Published: (2025)
by: Champati, Sujay, et al.
Published: (2025)
Relativistic Outflows in Gamma-Ray Bursts
by: M. A. Aloy
Published: (2007)
by: M. A. Aloy
Published: (2007)
A critical discussion on the $H_0$ tension
by: Capozziello, Salvatore, et al.
Published: (2024)
by: Capozziello, Salvatore, et al.
Published: (2024)
Analysing Turbulent Energy Cascade in a Coronal Mass Ejection using Empirical Mode Decomposition
by: Dagore, Akanksha, et al.
Published: (2026)
by: Dagore, Akanksha, et al.
Published: (2026)
Evaluating Large Language Model Capabilities in Assessing Spatial Econometrics Research
by: Arbia, Giuseppe, et al.
Published: (2025)
by: Arbia, Giuseppe, et al.
Published: (2025)
Sampled Grid Pairwise Likelihood (SG-PL): An Efficient Approach for Spatial Regression on Large Data
by: Arbia, Giuseppe, et al.
Published: (2025)
by: Arbia, Giuseppe, et al.
Published: (2025)
“Mucus fishing syndrome”: Presentation of this rare clinical entity along with its therapeutic options
by: Alessandra Mancini, et al.
Published: (2024)
by: Alessandra Mancini, et al.
Published: (2024)
A novel de novo AP2M1 variant in a patient with attention‐deficit/hyperactivity disorder, oppositional defiant disorder, and unexpected hemiplegic migraine
by: Giuseppe D. Mangano, et al.
Published: (2025)
by: Giuseppe D. Mangano, et al.
Published: (2025)
On the solutions to $p$-Poisson equation with Robin boundary conditions when $p$ goes to $+\infty$
by: Amato, Vincenzo, et al.
Published: (2021)
by: Amato, Vincenzo, et al.
Published: (2021)
Similar Items
-
Numerical limits in the integration of Vlasov-Poisson equation for Cold Dark Matter
by: Cappelli, Luca, et al.
Published: (2025) -
The Application of Quantum Fourier Transform in Cosmic Microwave Background Data Analysis
by: Farsian, Farida, et al.
Published: (2025) -
Quantum Markov Chain Monte Carlo for Cosmological Functions
by: Sarracino, Giuseppe, et al.
Published: (2025) -
A Quantum Genetic Algorithm with application to Cosmological Parameters Estimation
by: Sarracino, Giuseppe, et al.
Published: (2026) -
Quantum Convolutional Neural Networks for the detection of Gamma-Ray Bursts in the AGILE space mission data
by: Rizzo, A., et al.
Published: (2024)