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ZENODO
Dataset . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
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Claim

Deep learning insights into non-universality in the halo mass function

Research datakeyboard_double_arrow_right Dataset 24 May 2024 English Publisher:ZenodoFunded by:EC | GMGalaxies, EC | CosmicExplorer
Authors: Guo, Ningyuan; Lucie-Smith, Luisa; Peiris, Hiranya V.; Pontzen, Andrew; Piras, Davide;

doi: 10.5281/zenodo.11278832 , 10.5281/zenodo.11278831

Deep learning insights into non-universality in the halo mass function

Abstract

Data used in paper Deep learning insights into non-universality in the halo mass function (DOI: doi.org/10.1093/mnras/stae1696). Model_outputs.zip contains the saved latents, predictions, ground truths, and the relevant cosmological quantities used in the analysis (see Model_outputs_readme.md). Trained_model.zip has the trained baseline IVE model. It contains the saved model weights and code needed to build and load the model weights, as well as the test dataset (see Trained_model_readme.md).

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Keywords

Astrophysics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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