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🏛️ The astro-ph.EP Crypt
astro-ph.EP: Where astro-ph.EP papers rest without their code.
43
Total Papers
36
No Code
0
Twilight
7
Has Code
16.3%
Survival Rate
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Exoplanet Detection using Machine Learning
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Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric Retrievals
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Mapping Tropical Forest Cover and Deforestation with Planet NICFI Satellite Images and Deep Learning in Mato Grosso State (Brazil) from 2015 to 2021
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Identifying Exoplanets with Deep Learning. IV. Removing Stellar Activity Signals from Radial Velocity Measurements Using Neural Networks
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Bayesian Deep Learning for Exoplanet Atmospheric Retrieval
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PyLightcurve-torch: a transit modelling package for deep learning applications in PyTorch
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Studying tidal effects in planetary systems with Posidonius. A N-body simulator written in Rust
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Towards Asteroid Detection in Microlensing Surveys with Deep Learning
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Machine Learning for Semi-Automated Meteorite Recovery
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One-dimensional Convolutional Neural Networks for Detecting Transiting Exoplanets
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The GPU Phase Folding and Deep Learning Method for Detecting Exoplanet Transits
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Interstellar Object Accessibility and Mission Design
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ODNet: A Convolutional Neural Network for Asteroid Occultation Detection
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Approximating Rayleigh Scattering in Exoplanetary Atmospheres using Physics-informed Neural Networks (PINNs)
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Machine Learning for automatic identification of new minor species
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Taxonomic analysis of asteroids with artificial neural networks
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Locating Hidden Exoplanets in ALMA Data Using Machine Learning
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Machine learning approach for mapping the stable orbits around planets
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Characterizing Jupiter's interior using machine learning reveals four key structures
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Searching for Possible Exoplanet Transits from BRITE Data through a Machine Learning Technique
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Discovering Long-period Exoplanets using Deep Learning with Citizen Science Labels
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Disentangling CO Chemistry in a Protoplanetary Disk Using Explanatory Machine Learning Techniques
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