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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 301350 of 395 papers

TitleStatusHype
Non-Convex Structured Phase Retrieval0
NRSurNN3dq4: A Deep Learning Powered Numerical Relativity Surrogate for Binary Black Hole Waveforms0
Online Principal Component Analysis in High Dimension: Which Algorithm to Choose?0
On the Runtime-Efficacy Trade-off of Anomaly Detection Techniques for Real-Time Streaming Data0
Open Science and Artificial Intelligence for supporting the sustainability of the SRC Network: The espSRC case0
Optical Wavelength Guided Self-Supervised Feature Learning For Galaxy Cluster Richness Estimate0
Optimal Transport for Super Resolution Applied to Astronomy Imaging0
Optimizing Coded-Apertures for Depth-Resolved Diffraction0
Efficient Saliency Maps for Explainable AICode0
Data and models for sunspots detection in solar images captured with smart telescopesCode0
Swift sky localization of gravitational waves using deep learning seeded importance samplingCode0
Emulating compact binary population synthesis simulations with robust uncertainty quantification and model comparison: Bayesian normalizing flowsCode0
End-to-end Sinkhorn Autoencoder with Noise GeneratorCode0
Energy and polarization based on-line interference mitigation in radio interferometryCode0
E(2) Equivariant Self-Attention for Radio AstronomyCode0
Tripletformer for Probabilistic Interpolation of Irregularly sampled Time SeriesCode0
SNGuess: A method for the selection of young extragalactic transientsCode0
Designing an Evaluation Framework for Large Language Models in Astronomy ResearchCode0
Nested sampling with any prior you likeCode0
Evaluating Bayesian deep learning for radio galaxy classificationCode0
Bigger Buffer k-d Trees on Multi-Many-Core SystemsCode0
Solving NMF with smoothness and sparsity constraints using PALMCode0
A New Task: Deriving Semantic Class Targets for the Physical SciencesCode0
Recursive Monte Carlo and Variational Inference with Auxiliary VariablesCode0
Novelty Detection on Radio Astronomy Data using SignaturesCode0
Delving into the Utilisation of ChatGPT in Scientific Publications in AstronomyCode0
Reinforcement learningCode0
Removing Radio Frequency Interference from Auroral Kilometric Radiation with Stacked AutoencodersCode0
On the Quality of Deep Representations for Kepler Light Curves Using Variational Auto-EncodersCode0
Removing systematic errors for exoplanet search via latent causesCode0
FLARE up your data: Diffusion-based Augmentation Method in Astronomical ImagingCode0
DeepWave: A Recurrent Neural-Network for Real-Time Acoustic ImagingCode0
Deep Residual Error and Bag-of-Tricks Learning for Gravitational Wave Surrogate ModelingCode0
Representation Learning for Time-Domain High-Energy Astrophysics: Discovery of Extragalactic Fast X-ray Transient XRT 200515Code0
Forging new worlds: high-resolution synthetic galaxies with chained generative adversarial networksCode0
Optical Interferometry in AstronomyCode0
Deep-Learnt Classification of Light CurvesCode0
Functional Latent Dynamics for Irregularly Sampled Time Series ForecastingCode0
A Conditional Denoising Diffusion Probabilistic Model for Radio Interferometric Image ReconstructionCode0
Bayesian Reconstruction of Fourier PairsCode0
RFI Detection with Spiking Neural NetworksCode0
ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case StudyCode0
Overview of STEM Science as Process, Method, Material, and Data Named EntitiesCode0
ULISSE: A Tool for One-shot Sky Exploration and its Application to Active Galactic Nuclei DetectionCode0
RGC-Bent: A Novel Dataset for Bent Radio Galaxy ClassificationCode0
Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomyCode0
A comparative study of source-finding techniques in HI emission line cubes using SoFiA, MTObjects, and supervised deep learningCode0
Hint assisted reinforcement learning: an application in radio astronomyCode0
When Astronomy Meets AI: Manazel For Crescent Visibility Prediction in MoroccoCode0
Weighted Anisotropic-Isotropic Total Variation for Poisson DenoisingCode0
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