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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

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Showing 151–175 of 395 papers

TitleStatusHype
SPT: Spectral Transformer for Red Giant Stars Age and Mass Estimation—0
A deep learning framework for jointly extracting spectra and source-count distributions in astronomy—0
Slide FFT on a homogeneous mesh in wafer-scale computing—0
AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets—0
Communication protocol for a satellite-swarm interferometer—0
Unified framework for diffusion generative models in SO(3): applications in computer vision and astrophysics—0
Identifying Planetary Names in Astronomy Papers: A Multi-Step Approach—0
The AIRI plug-and-play algorithm for image reconstruction in radio-interferometry: variations and robustness—0
An unsupervised approach towards promptable defect segmentation in laser-based additive manufacturing by Segment Anything—0
nbi: the Astronomer's Package for Neural Posterior Estimation—0
Perception of Misalignment States for Sky Survey Telescopes with the Digital Twin and the Deep Neural Networks—0
Self-Driving Telescopes: Autonomous Scheduling of Astronomical Observation Campaigns with Offline Reinforcement Learning—0
Bayesian Imaging for Radio Interferometry with Score-Based Priors—0
Predicting the Age of Astronomical Transients from Real-Time Multivariate Time Series—0
RFI Detection with Spiking Neural NetworksCode0
Astronomical Images Quality Assessment with Automated Machine Learning—0
Interferometric Neural NetworksCode0
Constructing Impactful Machine Learning Research for Astronomy: Best Practices for Researchers and Reviewers—0
Transformers for scientific data: a pedagogical review for astronomers—0
Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI—0
Streaming Heteroscedastic Probabilistic PCA with Missing Data—0
5G Advanced: Wireless Channel Virtualization and Resource Mapping for Real Time Spectrum Sharing—0
AstroPortal: An ontology repository concept for astronomy, astronautics and other space topicsCode0
AstroLLaMA: Towards Specialized Foundation Models in Astronomy—0
CLEANing Cygnus A deep and fast with R2D2—0
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