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Astronomy

Astronomy is the study of everything in the universe beyond Earth’s atmosphere. That includes objects we can see with our naked eyes, like the Sun, the Moon, the planets, and the stars. It also contains objects we can only see with telescopes or other instruments, like faraway galaxies and tiny particles. And it even includes questions about things we can't see, like dark matter and energy.

Papers

Showing 101125 of 395 papers

TitleStatusHype
Functional Latent Dynamics for Irregularly Sampled Time Series ForecastingCode0
Impact of satellites streaks for observational astronomy: a study on data captured during one year from Luxembourg Greater RegionCode0
Kernel Smoothing, Mean Shift, and Their Learning Theory with Directional DataCode0
Nested sampling with any prior you likeCode0
Bayesian Reconstruction of Fourier PairsCode0
Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomyCode0
FLARE up your data: Diffusion-based Augmentation Method in Astronomical ImagingCode0
Evaluating Bayesian deep learning for radio galaxy classificationCode0
Removing Radio Frequency Interference from Auroral Kilometric Radiation with Stacked AutoencodersCode0
Removing systematic errors for exoplanet search via latent causesCode0
Energy and polarization based on-line interference mitigation in radio interferometryCode0
AnomalyMatch: Discovering Rare Objects of Interest with Semi-supervised and Active LearningCode0
A Conditional Denoising Diffusion Probabilistic Model for Radio Interferometric Image ReconstructionCode0
Anomaly detection in radio galaxy data with trainable COSFIRE filtersCode0
Automated Identification and Segmentation of Hi Sources in CRAFTS Using Deep Learning MethodCode0
Efficient Saliency Maps for Explainable AICode0
Active learning with RESSPECT: Resource allocation for extragalactic astronomical transientsCode0
DeepGraviLens: a Multi-Modal Architecture for Classifying Gravitational Lensing DataCode0
Deep learning-based deconvolution for interferometric radio transient reconstructionCode0
AstroPortal: An ontology repository concept for astronomy, astronautics and other space topicsCode0
Emulating compact binary population synthesis simulations with robust uncertainty quantification and model comparison: Bayesian normalizing flowsCode0
Delving into the Utilisation of ChatGPT in Scientific Publications in AstronomyCode0
A New Task: Deriving Semantic Class Targets for the Physical SciencesCode0
Designing an Evaluation Framework for Large Language Models in Astronomy ResearchCode0
Deep Residual Error and Bag-of-Tricks Learning for Gravitational Wave Surrogate ModelingCode0
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