Concepedia

Luisa Lucie-Smith

LL

Statistics

Publications

9

Citations

220

H-Index

9

Active since

2018

Affiliations

Max Planck Institute for Astrophysics(Current)

University College London

AlbaNova

Stockholm University

University of Chicago

Luisa Lucie-Smith is an author at Max Planck Institute for Astrophysics specializing in computer science, dark matter, and machine learning.

ORCID

Publications per year

2018–2024

9

Publications

9

Machine learning cosmological structure formation

Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen et al. · Monthly Notices of the Royal Astronomical Society · 2018 · 64 citations · Full text

, , +17

An interpretable machine-learning framework for dark matter halo formation

Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen · Monthly Notices of the Royal Astronomical Society · 2019 · 49 citations · Full text

, , +17

A robust estimator of mutual information for deep learning interpretability

Davide Piras, Hiranya V. Peiris, Andrew Pontzen et al. · Machine Learning Science and Technology · 2023 · 24 citations · Full text

, , +14

Discovering the building blocks of dark matter halo density profiles with neural networks

Luisa Lucie-Smith, Andrew Pontzen, B. Nord et al. · ePubs (Science and Technology Facilities Council, Research Councils UK) · 2022 · 20 citations · Full text

, , +16

Insights into the origin of halo mass profiles from machine learning

Luisa Lucie-Smith, Susmita Adhikari, Risa H. Wechsler · Monthly Notices of the Royal Astronomical Society · 2022 · 17 citations · Full text

, , +17

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