Steph-Yves M. Louis

发表

Machine Learning based prediction of noncentrosymmetric crystal materials pdf

Yong Zhao, Jianjun Hu, Ming Hu, 2020, ArXiv.

Online Damage Monitoring of SiCf-SiCm Composite Materials Using Acoustic Emission and Deep Learning

Xinyu Huang, Jianjun Hu, Alireza Nasiri, 2019, IEEE Access.

Remaining Useful Strength (RUS) Prediction of SiCf-SiCm Composite Materials Using Deep Learning and Acoustic Emission

Steph-Yves M. Louis, Yong Zhao, Jianjun Hu, 2020, Applied Sciences.

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

Steph-Yves M. Louis, Yong Zhao, Jianjun Hu, 2020, Physical chemistry chemical physics : PCCP.

Deep learning pan‐specific model for interpretable MHC‐I peptide binding prediction with improved attention mechanism

Steph-Yves M. Louis, Yong Zhao, Jianjun Hu, 2021, Proteins.

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

Rongzhi Dong, Steph-Yves M. Louis, Nihang Fu, 2021, Patterns.

Active learning based generative design for the discovery of wide bandgap materials

Alireza Nasiri, Yong Zhao, Steph-Yves M. Louis, 2021, The Journal of Physical Chemistry C.

Active learning based generative design for the discovery of wide bandgap materials pdf

Alireza Nasiri, Yong Zhao, Jianjun Hu, 2021, ArXiv.

Attention mechanism-based deep learning pan-specific model for interpretable MHC-I peptide binding prediction

Alireza Nasiri, Yuxin Cui, Zhonghao Liu, 2019, bioRxiv.

Attention mechanism-based deep learning pan-specific model for interpretable MHC-I peptide binding prediction

Alireza Nasiri, Yuxin Cui, Zhonghao Liu, 2019, bioRxiv.

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

Yong Zhao, Steph-Yves M. Louis, Steph-Yves Louis, 2021, npj Computational Materials.

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

Jianjun Hu, Yong Zhao, Kunpeng Yuan, 2020, The Journal of Physical Chemistry C.

Global Attention based Graph Convolutional Neural Networks for Improved Materials Property Prediction

Steph-Yves M. Louis, Yong Zhao, Jianjun Hu, 2020, ArXiv.

Machine Learning based prediction of noncentrosymmetric crystal materials

Steph-Yves M. Louis, Yong Zhao, Ming Hu, 2020, Computational Materials Science.

Predicting Lattice Vibrational Frequencies Using Deep Graph Neural Networks

Steph-Yves M. Louis, Ming Hu, Jianjun Hu, 2022, ACS omega.

Predicting Lattice Phonon Vibrational Frequencies Using Deep Graph Neural Networks pdf

Kamal Choudhary, Steph-Yves M. Louis, Ming Hu, 2021, ArXiv.

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

Steph-Yves M. Louis, Yong Zhao, Jianjun Hu, 2020, Physical chemistry chemical physics : PCCP.