Online ISSN : 1884-6440
Print ISSN : 0385-1036
ISSN-L : 0385-1036
特集:機械学習と膜工学の接点を探る
機械学習による生体膜の膜透過速度予測の問題点
福西 快文
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ジャーナル オープンアクセス

2021 年 46 巻 6 号 p. 345-352

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Regression–prediction models based on Fick’s law are popular approaches in prediction of membrane permeability rather than time–consuming molecular dynamics simulations of permeability process, but the prediction accuracies of these models remain insufficient for drug design, especially design of druggable macrocyclic molecules. In this review, we discuss the framework of mechanism–based regression model and modifications of the model based on the experiments and theoretical calculation.
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