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MaterialsAtlas.org: A Materials Informatics Web App Platform for Materials Discovery and Survey of State-of-the-Art


Sep 09, 2021
Jianjun Hu, Stanislav Stefanov, Yuqi Song, Sadman Sadeed Omee, Steph-Yves Louis, Edirisuriya M. D. Siriwardane, Yong Zhao

* 16 pages 

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Active learning based generative design for the discovery of wide bandgap materials


Feb 28, 2021
Rui Xin, Edirisuriya M. D. Siriwardane, Yuqi Song, Yong Zhao, Steph-Yves Louis, Alireza Nasiri, Jianjun Hu

* 16 pages 

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Computational discovery of new 2D materials using deep learning generative models


Dec 16, 2020
Yuqi Song, Edirisuriya M. Dilanga Siriwardane, Yong Zhao, Jianjun Hu

* 17 

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Global Attention based Graph Convolutional Neural Networks for Improved Materials Property Prediction


Mar 11, 2020
Steph-Yves Louis, Yong Zhao, Alireza Nasiri, Xiran Wong, Yuqi Song, Fei Liu, Jianjun Hu

* 11 pages. 5 figures 

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Machine Learning based prediction of noncentrosymmetric crystal materials


Feb 26, 2020
Yuqi Song, Joseph Lindsay, Yong Zhao, Alireza Nasiri, Steph-Yves Loius, Jie Ling, Ming Hu, Jianjun Hu

* 13 pages 

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