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   Articles with "learning reveals" as a keyword



Machine learning reveals key ion selectivity mechanisms in polymeric membranes with subnanometer pores

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recommendations! Published in 2022 at "Science Advances"

DOI: 10.1126/sciadv.abl5771

Abstract: Machine learning unveils molecular transport mechanisms obscured by entropy-enthalpy compensation in polymeric membranes. read more here.

Keywords: learning reveals; polymeric membranes; reveals key; machine learning ... See more keywords

Deep manifold learning reveals hidden developmental dynamics of a human embryo model

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recommendations! Published in 2025 at "Science Advances"

DOI: 10.1126/sciadv.adr8901

Abstract: In this study, postimplantation human epiblast and amnion development are modeled using a stem cell–based embryoid system. A dataset of 3697 fluorescent images, along with tissue, cavity, and cell masks, is generated from experimental data.… read more here.

Keywords: manifold learning; developmental dynamics; hidden developmental; deep manifold ... See more keywords

Unsupervised learning reveals interpretable latent representations for translucency perception

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recommendations! Published in 2022 at "PLOS Computational Biology"

DOI: 10.1371/journal.pcbi.1010878

Abstract: Humans constantly assess the appearance of materials to plan actions, such as stepping on icy roads without slipping. Visual inference of materials is challenging because a given material can appear dramatically different in various scenes.… read more here.

Keywords: learning reveals; material; reveals interpretable; translucency ... See more keywords

Machine Learning Reveals Molecular Similarity and Fingerprints in Structural Aberrations of Somatic Cancer

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recommendations! Published in 2023 at "Symmetry"

DOI: 10.3390/sym15051023

Abstract: Structural aberrations (SA) have been shown to play an essential role in the occurrence and development of cancer. SAs are typically characterized by copy number alteration (CNA) dose and distortion length. Although sequencing techniques and… read more here.

Keywords: learning reveals; machine learning; reveals molecular; molecular similarity ... See more keywords