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Crystal structure prediction of materials with high symmetry using differential evolution


Apr 20, 2021
Wenhui Yang, Edirisuriya M. Dilanga Siriwardane, Rongzhi Dong, Yuxin Li, Jianjun Hu

* 12 pages 

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SoundCLR: Contrastive Learning of Representations For Improved Environmental Sound Classification


Mar 02, 2021
Alireza Nasiri, Jianjun Hu


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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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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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A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics, and Benchmark Datasets


Jun 21, 2020
Chengchang Zeng, Shaobo Li, Qin Li, Jie Hu, Jianjun Hu

* 59 pages 

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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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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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Generative adversarial networks (GAN) based efficient sampling of chemical space for inverse design of inorganic materials


Nov 12, 2019
Yabo Dan, Yong Zhao, Xiang Li, Shaobo Li, Ming Hu, Jianjun Hu

* 15 pages 

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ComplexFace: a Multi-Representation Approach for Image Classification with Small Dataset


Feb 21, 2019
Guiying Zhang, Yuxin Cui, Yong Zhao, Jianjun Hu

* This paper includes 12 pages,6 figures and 5 tables 

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A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images


Mar 07, 2018
Yuxin Cui, Guiying Zhang, Zhonghao Liu, Zheng Xiong, Jianjun Hu

* 13 pages. 12 figures 

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