Steph-Yves M. Louis

11 papers Journal 11

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	NODE-SELECT: A graph neural network based on a selective propagation technique. Neurocomputing Steph-Yves M. Louis, Alireza Nasiri, Fatima J. Rolland, Cameron Mitro, Jianjun Hu
2022	J	`jnl`	Scalable deeper graph neural networks for high-performance materials property prediction. Patterns Sadman Sadeed Omee, Steph-Yves M. Louis, Nihang Fu, Lai Wei, Sourin Dey, Rongzhi Dong, Qinyang Li, Jianjun Hu
2021	J	`jnl`	Active learning based generative design for the discovery of wide bandgap materials. CoRR Rui Xin, Edirisuriya M. Dilanga Siriwardane, Yuqi Song, Yong Zhao, Steph-Yves M. Louis, Alireza Nasiri, Jianjun Hu
2021	J	`jnl`	MaterialsAtlas.org: A Materials Informatics Web App Platform for Materials Discovery and Survey of State-of-the-Art. CoRR Jianjun Hu, Stanislav Stefanov, Yuqi Song, Sadman Sadeed Omee, Steph-Yves M. Louis, Edirisuriya M. Dilanga Siriwardane, Yong Zhao
2021	J	`jnl`	NODE-SELECT: A Graph Neural Network Based On A Selective Propagation Technique. CoRR Steph-Yves M. Louis, Alireza Nasiri, Fatima J. Rolland, Cameron Mitro, Jianjun Hu
2021	J	`jnl`	Predicting Lattice Phonon Vibrational Frequencies Using Deep Graph Neural Networks. CoRR Nghia Nguyen, Steph-Yves M. Louis, Lai Wei, Kamal Choudhary, Ming Hu, Jianjun Hu
2021	J	`jnl`	Scalable deeper graph neural networks for high-performance materials property prediction. CoRR Sadman Sadeed Omee, Steph-Yves M. Louis, Nihang Fu, Lai Wei, Sourin Dey, Rongzhi Dong, Qinyang Li, Jianjun Hu
2020	J	`jnl`	Global Attention based Graph Convolutional Neural Networks for Improved Materials Property Prediction. CoRR Steph-Yves M. Louis, Yong Zhao, Alireza Nasiri, Xiran Wong, Yuqi Song, Fei Liu, Jianjun Hu
2020	J	`jnl`	Machine Learning based prediction of noncentrosymmetric crystal materials. CoRR Yuqi Song, Joseph Lindsay, Yong Zhao, Alireza Nasiri, Steph-Yves M. Louis, Jie Ling, Ming Hu, Jianjun Hu
2020	J	`jnl`	Predicting Elastic Properties of Materials from Electronic Charge Density Using 3D Deep Convolutional Neural Networks. CoRR Yong Zhao, Kunpeng Yuan, Yinqiao Liu, Steph-Yves M. Louis, Ming Hu, Jianjun Hu
2019	J	`jnl`	Online Damage Monitoring of SiC IEEE Access Alireza Nasiri, Jingjing Bao, Donald Mccleeary, Steph-Yves M. Louis, Xinyu Huang, Jianjun Hu