Steph-Yves M. Louis

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 11

Top Topics

Composite Materials

Elastic Properties

Directed Acyclic Graph

Top Venues

Publications

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 (2022)
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) (2022)
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 (2021)
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 (2021)
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 (2021)
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 (2021)
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 (2021)
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 (2020)
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 (2020)
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 (2020)
Alireza Nasiri, Jingjing Bao, Donald Mccleeary, Steph-Yves M. Louis, Xinyu Huang, Jianjun Hu
Composite Materials Using Acoustic Emission and Deep Learning. IEEE Access 7 (2019)