Deep Learning-Based Prediction of Physical Stability considering Class Imbalance for Amorphous Solid Dispersions

This research is aimed at predicting the physical stability for amorphous solid dispersion by utilizing deep learning methods. We propose a prediction model that effectively learns from a small dataset that is imbalanced in terms of class. In order to overcome the imbalance problem, our model perfor...

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Bibliographic Details

Published in:	Journal of Chemistry
Main Authors:	Hanbyul Lee, Junghyun Kim, Suyeon Kim, Jimin Yoo, Guang J. Choi, Young-Seob Jeong
Format:	Article
Language:	English
Published:	Wiley 2022-01-01
Online Access:	http://dx.doi.org/10.1155/2022/4148443