Article-Journal

Learning the Universe: Cosmological and Astrophysical Parameter Inference with Galaxy Luminosity Functions and Colours

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Nov 1, 2024

Metallicity Dependence of Pressure-regulated Feedback-modulated Star Formation in the TIGRESS-NCR Simulation Suite

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Sep 1, 2024

CHARM: Creating Halos with Auto-Regressive Multi-stage networks

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Sep 1, 2024

Inpainting Galaxy Counts onto N-Body Simulations over Multiple Cosmologies and Astrophysics

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Aug 1, 2024

LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology
LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology

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Jul 1, 2024

Posterior sampling of the initial conditions of the universe from non-linear large scale structures using score-based generative models

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Jan 1, 2024

MNRAS: Letters 527

Jan 1, 2024

Information-Ordered Bottlenecks for Adaptive Dimensionality Reduction

Jan 1, 2024

Constructing Impactful Machine Learning Research for Astronomy: Best Practices for Researchers and Reviewers

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Oct 1, 2023

Benchmarks and explanations for deep learning estimates of X-ray galaxy cluster masses
Benchmarks and explanations for deep learning estimates of X-ray galaxy cluster masses

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Sep 1, 2023