:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Sedaghat, Nima, Chatchadanoraset, Tanawan, Chandler, Colin Orion, Mahabal, Ashish, Eslami, Maryam
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Instrumentation and Methods for Astrophysics Artificial Intelligence Machine Learning
Online Access:	https://arxiv.org/abs/2412.00077
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Probabilistic Data-Driven Modelling of Astrophysical Transients: The Neural Process Family for Ultrafast and Class-Agnostic Light Curve Reconstruction with NightLANP
by: Chaini, Siddharth, et al.
Published: (2026)

In Search of the Unknown Unknowns: A Multi-Metric Distance Ensemble for Out of Distribution Anomaly Detection in Astronomical Surveys
by: Chaini, Siddharth, et al.
Published: (2025)

Frabjous: Deep Learning Fast Radio Burst Morphologies
by: Kumar, Ajay, et al.
Published: (2025)

Machines Learn to Infer Stellar Parameters Just by Looking at a Large Number of Spectra
by: Sedaghat, Nima, et al.
Published: (2020)

Light Curve Classification with DistClassiPy: a new distance-based classifier
by: Chaini, Siddharth, et al.
Published: (2024)

Hyrax: An Extensible Framework for Rapid ML Experimentation and Unsupervised Discovery in the Era of Rubin, Roman, and Euclid
by: Ghosh, Aritra, et al.
Published: (2026)

Latest Developments and Opportunities in Sky Survey
by: Brown, Anthony, et al.
Published: (2024)

Deconvolution for Large Astronomical Surveys: A Study of the Scaled Gradient Projection Method on Zwicky Transient Facility Data
by: Gondhalekar, Yash, et al.
Published: (2025)

Large Projects in Astronomy: An Indian Endeavour
by: Wadadekar, Yogesh, et al.
Published: (2024)

Stellar Karaoke: deep blind separation of terrestrial atmospheric effects out of stellar spectra by velocity whitening
by: Sedaghat, Nima, et al.
Published: (2023)

Ghosts of eruptions past: Searching for historical Galactic supernovae using variable thermal dust echoes and machine learning
by: Vega, Justin, et al.
Published: (2026)

Workforce Development in Astronomy and Astroinformatics
by: Sheth, Kartik, et al.
Published: (2024)

A New Method for the Discovery of the Distant Exoplanets II: Question of Signal-to-Noise Ratio
by: Lerner, Peter B.
Published: (2025)

Pre-training vision models for the classification of alerts from wide-field time-domain surveys
by: Rehemtulla, Nabeel, et al.
Published: (2025)

Regional and Global Collaborations in Astronomy
by: Sekiguchi, Kazuhiro, et al.
Published: (2024)

Long Term Space Data and Informatics Needs
by: Cenko, S. Bradley, et al.
Published: (2024)

AstroSURE: Learning to Remove Noise from Astronomical Images Without Ground Truth Data
by: Vaheb, Omid, et al.
Published: (2026)

GWSkyNet II : a refined machine learning pipeline for real-time classification of public gravitational wave alerts
by: Chan, Man Leong, et al.
Published: (2024)

The Zwicky Transient Facility Bright Transient Survey. III. $\texttt{BTSbot}$: Automated Identification and Follow-up of Bright Transients with Deep Learning
by: Rehemtulla, Nabeel, et al.
Published: (2024)

GWSkyNet-Multi II: an updated machine learning model for rapid classification of gravitational-wave events
by: Raza, Nayyer, et al.
Published: (2025)

Technosignature Searches of Interstellar Objects
by: Davenport, James R. A., et al.
Published: (2025)

AstroAlertBench: Evaluating the Accuracy, Reasoning, and Honesty of Multimodal LLMs in Astronomical Classification
by: Chen, Claire, et al.
Published: (2026)

A Data-Driven Approach for Mitigating Dark Current Noise and Bad Pixels in Complementary Metal Oxide Semiconductor Cameras for Space-based Telescopes
by: Jia, Peng, et al.
Published: (2024)

Identification of Resonant Frequencies in LIGO-like Suspension with Finite-Element Modeling
by: Sauter, Orion, et al.
Published: (2023)

The Bayesian Global Sky Model (B-GSM): A Calibrated Low Frequency Sky Model for EoR Applications
by: Carter, George, et al.
Published: (2025)

Using physics-based simulation towards eliminating empiricism in extraterrestrial terramechanics applications
by: Hu, Wei, et al.
Published: (2024)

Extreme Flaring of Starlink Satellites
by: Mallama, Anthony, et al.
Published: (2024)

The Extremely Large Telescope Interferometer
by: Prada, Francisco, et al.
Published: (2026)

Large Language Model-driven Analysis of General Coordinates Network (GCN) Circulars
by: Sharma, Vidushi, et al.
Published: (2025)

Sorcha: A Solar System Survey Simulator for the Legacy Survey of Space and Time
by: Merritt, Stephanie R., et al.
Published: (2025)

Computing Natural Magnitudes in the Photometric Systems of Astronomical Plates using Gaia DR3 SEDs
by: Raouph, Maryam, et al.
Published: (2026)

CCAT: Detector Noise Limited Performance of the RFSoC-based Readout Electronics for mm/sub-mm/far-IR KIDs
by: Sinclair, Adrian K., et al.
Published: (2024)

Global Data in Astronomy: Challenges and Opportunities
by: Hložek, Renee, et al.
Published: (2024)

Training a neural network to rapidly identify candidate gravitational-wave events in the lower mass gap
by: Raza, Nayyer, et al.
Published: (2026)

Predictions of the LSST Solar System Yield: Near-Earth Objects, Main Belt Asteroids, Jupiter Trojans, and Trans-Neptunian Objects
by: Kurlander, Jacob A., et al.
Published: (2025)

Enabling Early Transient Discovery in LSST via Difference Imaging with DECam
by: Dong, Yize, et al.
Published: (2025)

An Efficient Shift-and-Stack Algorithm Applied to Detection Catalogs
by: Stetzler, Steven, et al.
Published: (2025)

CCSNscore: A multi-input deep learning tool for classification of core-collapse supernovae using SED-Machine spectra
by: Sharma, Yashvi, et al.
Published: (2024)

POLISH'ing the Sky: Wide-Field and High-Dynamic Range Interferometric Image Reconstruction with Application to Strong Lens Discovery
by: Wu, Zihui, et al.
Published: (2026)

Semi-Supervised Learning for Lensed Quasar Detection
by: Sweeney, David, et al.
Published: (2025)