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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 110 of 395 papers

TitleStatusHype
Can AI Dream of Unseen Galaxies? Conditional Diffusion Model for Galaxy Morphology AugmentationCode0
Exoplanet Classification through Vision Transformers with Temporal Image Analysis0
Category-based Galaxy Image Generation via Diffusion Models0
Statistical Machine Learning for Astronomy -- A TextbookCode2
Emulating compact binary population synthesis simulations with robust uncertainty quantification and model comparison: Bayesian normalizing flowsCode0
Unsupervised Machine Learning for Scientific Discovery: Workflow and Best PracticesCode0
AstroVisBench: A Code Benchmark for Scientific Computing and Visualization in Astronomy0
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows0
RGC-Bent: A Novel Dataset for Bent Radio Galaxy ClassificationCode0
Anomaly detection in radio galaxy data with trainable COSFIRE filtersCode0
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