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ORCIDSteph-Yves M. Louis
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2020 – today
- 2022
[j3]Steph-Yves M. Louis, Alireza Nasiri
, Fatima J. Rolland, Cameron Mitro, Jianjun Hu:
NODE-SELECT: A graph neural network based on a selective propagation technique. Neurocomputing 494: 396-408 (2022)- [j2]Sadman Sadeed Omee, Steph-Yves M. Louis, Nihang Fu, Lai Wei, Sourin Dey, Rongzhi Dong, Qinyang Li, Jianjun Hu:
Scalable deeper graph neural networks for high-performance materials property prediction. Patterns 3(5): 100491 (2022) - 2021
- [i8]Steph-Yves M. Louis, Alireza Nasiri, Fatima J. Rolland, Cameron Mitro, Jianjun Hu:
NODE-SELECT: A Graph Neural Network Based On A Selective Propagation Technique. CoRR abs/2102.08588 (2021) - [i7]Rui Xin, Edirisuriya M. Dilanga Siriwardane, Yuqi Song, Yong Zhao, Steph-Yves M. Louis, Alireza Nasiri, Jianjun Hu:
Active learning based generative design for the discovery of wide bandgap materials. CoRR abs/2103.00608 (2021) - [i6]Jianjun Hu, Stanislav Stefanov, Yuqi Song, Sadman Sadeed Omee, Steph-Yves M. Louis, Edirisuriya M. Dilanga Siriwardane, Yong Zhao:
MaterialsAtlas.org: A Materials Informatics Web App Platform for Materials Discovery and Survey of State-of-the-Art. CoRR abs/2109.04007 (2021) - [i5]Sadman Sadeed Omee, Steph-Yves M. Louis, Nihang Fu, Lai Wei, Sourin Dey, Rongzhi Dong, Qinyang Li, Jianjun Hu:
Scalable deeper graph neural networks for high-performance materials property prediction. CoRR abs/2109.12283 (2021) - [i4]Nghia Nguyen, Steph-Yves M. Louis, Lai Wei, Kamal Choudhary, Ming Hu, Jianjun Hu:
Predicting Lattice Phonon Vibrational Frequencies Using Deep Graph Neural Networks. CoRR abs/2111.05885 (2021) - 2020
- [i3]Yuqi Song, Joseph Lindsay, Yong Zhao, Alireza Nasiri, Steph-Yves M. Louis, Jie Ling, Ming Hu, Jianjun Hu:
Machine Learning based prediction of noncentrosymmetric crystal materials. CoRR abs/2002.11295 (2020) - [i2]Steph-Yves M. Louis, Yong Zhao, Alireza Nasiri, Xiran Wong, Yuqi Song, Fei Liu, Jianjun Hu:
Global Attention based Graph Convolutional Neural Networks for Improved Materials Property Prediction. CoRR abs/2003.13379 (2020) - [i1]Yong Zhao, Kunpeng Yuan, Yinqiao Liu, Steph-Yves M. Louis, Ming Hu, Jianjun Hu:
Predicting Elastic Properties of Materials from Electronic Charge Density Using 3D Deep Convolutional Neural Networks. CoRR abs/2003.13425 (2020)
2010 – 2019
- 2019
- [j1]Alireza Nasiri, Jingjing Bao, Donald Mccleeary, Steph-Yves M. Louis, Xinyu Huang, Jianjun Hu:
Online Damage Monitoring of SiCf-SiCm Composite Materials Using Acoustic Emission and Deep Learning. IEEE Access 7: 140534-140541 (2019)
Coauthor Index
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