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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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NODE-SELECT: A Graph Neural Network Based On A Selective Propagation Technique


Feb 17, 2021
Steph-Yves Louis, Alireza Nasiri, Fatima J. Rolland, Cameron Mitro, Jianjun Hu


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Predicting Elastic Properties of Materials from Electronic Charge Density Using 3D Deep Convolutional Neural Networks


Apr 11, 2020
Yong Zhao, Kunpeng Yuan, Yinqiao Liu, Steph-Yves Louis, Ming Hu, Jianjun Hu

* 15 pages; 5 figures 

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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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