Multi-objective generative design of three-dimensional material structures

Generative design for materials has recently gained significant attention due to the rapid evolution of generative deep learning models. There have been a few successful generative design demonstrations of molecular-level structures with the help of graph neural networks. However, in the realm of ma...

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Bibliographic Details
Main Authors: Zhengyang Zhang, Han Fang, Zhao Xu, Jiajie Lv, Yao Shen, Yanming Wang
Format: Article
Language:English
Published: AIP Publishing LLC 2023-12-01
Series:APL Machine Learning
Online Access:http://dx.doi.org/10.1063/5.0169432