Reliability analysis and prediction of uncertainty structure with machine learningbased surrogate mechanics ↗ ↖ 1 January 2022 Alexandre Saidi Lun Shao Abdelmalek Zine Mohamed Ichchou
Crack damage identification of a thick composite sandwich structure based on Gaussian Processes classification ↗ ↖ 1 January 2021 Zeyu Liu Mohsen Ardabilian Abdelmalek Zine Mohamed Ichchou
Combining Importance Sampling with Machine Learning to Accelerate Structural Reliability Analysis ↗ ↖ 1 January 2020 Alexandre Saidi Weizhen Hou Abdelmalek Zine Mohamed Ichchou
Comparison of uncertainty quantification process using statistical and data mining algorithms ↗ ↖ 1 January 2020 W. Chai Alexandre Saidi Abdelmalek Zine C. Droz W. You Mohamed Ichchou
Crack-type damage detection and localization of a thick composite sandwich structure based on Convolutional Neural Networks ↗ ↖ 1 January 2020 Zeyu Liu Mohsen Ardabilian Abdelmalek Zine Mohamed Ichchou
Reliability modeling and prediction of passive controlled structures through Random Forest ↗ ↖ 1 January 2018 Weizhen. You Alexandre Saidi Mohamed Ichchou Abdelmalek Zine Xiaopin Zhong M. Belhaq
Reliability assessment of complex mechatronic systems using a modified nonparametric belief propagation algorithm ↗ ↖ 1 January 2010 Xiaopin Zhong Mohamed Ichchou Alexandre Saidi