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🏛️ The astro-ph.CO Crypt
astro-ph.CO: Where astro-ph.CO papers rest without their code.
48
Total Papers
36
No Code
0
Twilight
12
Has Code
25.0%
Survival Rate
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Learning to Predict the Cosmological Structure Formation
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Estimating Cosmological Parameters from the Dark Matter Distribution
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DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks
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Information theory for fields
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Exhaustive Symbolic Regression
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On the dissection of degenerate cosmologies with machine learning
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Denoising Weak Lensing Mass Maps with Deep Learning
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Fast and Accurate Non-Linear Predictions of Universes with Deep Learning
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A precise symbolic emulator of the linear matter power spectrum
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Can denoising diffusion probabilistic models generate realistic astrophysical fields?
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syren-halofit: A fast, interpretable, high-precision formula for the $Λ$CDM nonlinear matter power spectrum
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3D weak lensing with spin wavelets on the ball
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syren-new: Precise formulae for the linear and nonlinear matter power spectra with massive neutrinos and dynamical dark energy
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Accelerating MCMC algorithms through Bayesian Deep Networks
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Encoding large scale cosmological structure with Generative Adversarial Networks
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From Dark Matter to Galaxies with Convolutional Neural Networks
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Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets
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A point cloud approach to generative modeling for galaxy surveys at the field level
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Deep learning insights into cosmological structure formation
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A Novel CMB Component Separation Method: Hierarchical Generalized Morphological Component Analysis
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Cosmology from Galaxy Redshift Surveys with PointNet
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Probabilistic reconstruction of Dark Matter fields from biased tracers using diffusion models
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