Steph-Yves Louis

Graph convolutional neural networks with global attention for improved materials property prediction

Steph-Yves Louis, Yong Zhao, Alireza Nasiri et al. · Physical Chemistry Chemical Physics · 2020 · 239 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +16

Scalable deeper graph neural networks for high-performance materials property prediction

Sadman Sadeed Omee, Steph-Yves Louis, Nihang Fu et al. · Patterns · 2022 · 97 citations · Full text

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +17

Accurate Prediction of Voltage of Battery Electrode Materials Using Attention-Based Graph Neural Networks

Steph-Yves Louis, Edirisuriya M. Dilanga Siriwardane, Rajendra P. Joshi et al. · ACS Applied Materials & Interfaces · 2022 · 50 citations

MaterialsAtlas.org: a materials informatics web app platform for materials discovery and survey of state-of-the-art

Jianjun Hu, Stanislav Stefanov, Yuqi Song et al. · npj Computational Materials · 2022 · 46 citations · Full text

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

Yong Zhao, Kunpeng Yuan, Yinqiao Liu et al. · The Journal of Physical Chemistry C · 2020 · 37 citations · Full text