Machine learning reveals key ion selectivity mechanisms in polymeric membranes with subnanometer pores
Sign Up to like & getrecommendations! 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
Unsupervised learning reveals interpretable latent representations for translucency perception
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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