Steph-Yves Louis

Statistics

Publications

Citations

567

H-Index

Active since

2020

Affiliations

University of South Carolina(Current)

Guizhou University

University of Colombo

Steph-Yves Louis is an author at University of South Carolina specializing in materials science, computational materials science, and machine learning.

ORCID

Publications per year

2020–2022

Publications

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 · 257 citations · Full text

Computing, Computer Science, Materials Science +17

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

Sadman Sadeed Omee, Steph-Yves Louis, Nihang Fu et al. · Patterns · 2022 · 106 citations · Full text

Computing, Computer Science, Materials Science +16

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 · 52 citations

Natural Sciences, Materials Engineering, Materials Science +16

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 · 51 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

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 · 39 citations · Full text

Computing, Computer Science, Materials Science +15

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