Image de couverture de livre

Large Language Models for Limited Noisy Data: A Gravitational Wave Identification Study

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Li, Yixuan, Lu, Yuhao, Liu, Yang, Li, Liang, Ruffini, R., Li, Di, Cai, Rong-Gen, Zhu, Xiaoyan, Lin, Wenbin, Wang, Yu
Format:	Preprint
Publié:	2025
Sujets:	Instrumentation and Methods for Astrophysics High Energy Astrophysical Phenomena Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Time-Domain Deep Learning for Pairwise Identification of Strongly Lensed Gravitational-Wave Candidates
par: Zhang, Fan, et autres
Publié: (2026)

287,872 Supermassive Black Holes Masses: Deep Learning Approaching Reverberation Mapping Accuracy
par: Lu, Yuhao, et autres
Publié: (2025)

RADAR-Radio Afterglow Detection and AI-driven Response: A Federated Framework for Gravitational Wave Event Follow-Up
par: Patel, Parth, et autres
Publié: (2025)

Techniques for Continuous Wave Identification and Filtering in the Askaryan Radio Array
par: Seikh, Mohammad Ful Hossain, et autres
Publié: (2025)

GERry: A Code to Optimise the Hunt for the Electromagnetic Counter-parts to Gravitational Wave Events
par: O'Neill, David, et autres
Publié: (2024)

The Potential of Coordinated Gravitational-Wave Followup for Improving Kilonova Detection Prospects: Lessons from GW190425
par: Keinan, Ido, et autres
Publié: (2024)

Constraining the Luminosity Function and Delay-Time Distribution of Short Gamma-Ray Bursts for Multimessenger Gravitational-Wave Detection Rate Estimation
par: Gao, Chong-Yu, et autres
Publié: (2025)

A Broker Integrated Algorithm for Gravitational Wave - Electromagnetic Counterpart Searches in O4a and O4b Runs
par: Bommireddy, Hemanth, et autres
Publié: (2026)

SVOM/VT: Real-Time Onboard Data Processing
par: Cai, Hong-Bo, et autres
Publié: (2026)

Las Cumbres Observatory Gravitational-Wave Follow-up in O3 and O4: Strengths and Weaknesses of a Rapid Response Galaxy Targeted Strategy
par: Keinan, Ido, et autres
Publié: (2026)

Machine Phenomenology: A Simple Equation Classifying Fast Radio Bursts
par: Liu, Yang, et autres
Publié: (2025)

Search for Astrophysical Transients on Limiting Time Scales and Their Classification Based on INTEGRAL Data
par: Mozgunov, G. Yu., et autres
Publié: (2025)

Long-Integration Magnetar Burst Observatory (LIMBO): Instrument Summary and Early FRB Rate Constraints
par: McCauley, Darby, et autres
Publié: (2026)

Identification and photometric classification of extragalactic transients in the Vera C. Rubin Observatory's Data Preview 1
par: Freeburn, James, et autres
Publié: (2025)

Application of Deep Learning Methods for Distinguishing Gamma-Ray Bursts from Fermi/GBM TTE Data
par: Zhang, Peng, et autres
Publié: (2023)

Revised classification of the CHIME fast radio bursts with machine learning
par: Liu, Liang, et autres
Publié: (2025)

Model-Agnostic Population Inference for Gravitational-Wave Astronomy: From LIGO to LISA
par: Li, Yi-kun, et autres
Publié: (2026)

Recent Advances in Simulation-based Inference for Gravitational Wave Data Analysis
par: Liang, Bo, et autres
Publié: (2025)

Characterizing Low-Latency Sky Localization in Multi-Detector Gravitational-Wave Networks
par: Ouzriat, Amazigh, et autres
Publié: (2025)

In-Orbit GRB Identification Using LLM-based model for the CXPD CubeSat
par: Wang, Cunshi, et autres
Publié: (2025)

Bayesian Gaussian Methods for Robust Background Modeling in CALorimetric Electron Telescope (CALET) Gravitational-Wave Searches
par: Sen, Bisweswar
Publié: (2025)

Advancing Gamma-Ray Burst Identification through Transfer Learning with Convolutional Neural Networks
par: Zhang, Peng, et autres
Publié: (2024)

Observed Gravitational-Wave Populations
par: Callister, T. A.
Publié: (2024)

SVOM/VT: Preliminary Calibration Analysis
par: Yao, Zhu-Heng, et autres
Publié: (2026)

SAGUARO: Time-domain Infrastructure for the Fourth Gravitational-wave Observing Run and Beyond
par: Hosseinzadeh, Griffin, et autres
Publié: (2023)

SVOM/VT: Overview of data processing and GRB identifications with X-band data
par: Li, Hua-Li, et autres
Publié: (2026)

DRAFTS: A Deep Learning-Based Radio Fast Transient Search Pipeline
par: Zhang, Yong-Kun, et autres
Publié: (2024)

Detecting Gravitational Waves from Exoplanets Orbiting Binary Neutron Stars with B-DECIGO and DECIGO
par: Guo, Wen-Long, et autres
Publié: (2025)

Large Language Model-driven Analysis of General Coordinates Network (GCN) Circulars
par: Sharma, Vidushi, et autres
Publié: (2025)

Gravitational Wave Signal Denoising and Merger Time Prediction By Deep Neural Network
par: Xu, Yuxiang, et autres
Publié: (2024)

Approach for composition measurement of cosmic rays using the muon-to-electron ratio observed by LHAASO-KM2A
par: Tian, Xishui, et autres
Publié: (2024)

Layout optimization and Performance of Large Array of imaging atmospheric Cherenkov Telescope (LACT)
par: Zhang, Zhipeng, et autres
Publié: (2024)

Beyond the Simple Power Law: A Bayesian Analysis of 897 Pulsar Spectra
par: Gao, Qingzheng, et autres
Publié: (2025)

A Method for Gamma-Ray Energy Spectrum Inversion and Correction
par: Ding, Zhi-Qiang, et autres
Publié: (2025)

Alert Chain and Observation Planning for Ground Wide Angle Camera Network
par: Han, Xu-hui, et autres
Publié: (2026)

ZTF25abjmnps (AT2025ulz) and S250818k: A Candidate Superkilonova from a Sub-threshold Sub-Solar Gravitational Wave Trigger
par: Kasliwal, Mansi M., et autres
Publié: (2025)

An FPCA-Enhanced Ensemble Learning Framework for Photometric Identification of Type Ia Supernovae
par: Reza, Moonzarin, et autres
Publié: (2025)

Feature Selection Techniques for CR Isotope Identification with the AMS-02 Experiment in Space
par: Borchiellini, Marta, et autres
Publié: (2024)

GReX: An Instrument Overview and New Upper Limits on the Galactic FRB Population
par: Shila, K. A., et autres
Publié: (2025)

The hitchhiker's guide to the IXPE data analysis
par: Di Marco, Alessandro
Publié: (2026)