Publications of Luisa Lucie-Smith
All genres
Journal Article (4)
1.
Journal Article
524 (2), pp. 1746 - 1756 (2023)
Halo assembly bias from a deep learning model of halo formation. Monthly Notices of the Royal Astronomical Society 2.
Journal Article
4 (2), 025006 (2023)
A robust estimator of mutual information for deep learning interpretability. Machine Learning: Science and Technology 3.
Journal Article
515 (2), pp. 2164 - 2177 (2022)
Insights into the origin of halo mass profiles from machine learning. Monthly Notices of the Royal Astronomical Society 4.
Journal Article
105 (10), 103533 (2022)
Discovering the building blocks of dark matter halo density profiles with neural networks. Physical Review D