Xiaoyu Xie

Hierarchical Deep Learning Neural Network (HiDeNN): An artificial intelligence (AI) framework for computational science and engineering

Sourav Saha, Zhengtao Gan, Jiaying Gao et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 182 citations

Computing, Computational Engineering, Computer Science +12

Mechanistic data-driven prediction of as-built mechanical properties in metal additive manufacturing

Xiaoyu Xie, Jennifer Bennett, Sourav Saha et al. · npj Computational Materials · 2021 · 138 citations · Full text

Engineering, Materials Engineering, Materials Science +17

Mechanistic artificial intelligence (mechanistic-AI) for modeling, design, and control of advanced manufacturing processes: Current state and perspectives

Mojtaba Mozaffar, Shuheng Liao, Xiaoyu Xie et al. · Journal of Materials Processing Technology · 2021 · 135 citations

Engineering, Industrial Engineering, Manufacturing Engineering +16

Additive friction stir deposition of metallic materials: Process, structure and properties

Jiayun Shao, Arash Samaei, Tianju Xue et al. · Materials & Design · 2023 · 128 citations · Full text

Engineering, Manufacturing Engineering, Materials Engineering +16

Data-driven discovery of dimensionless numbers and governing laws from scarce measurements

Xiaoyu Xie, Arash Samaei, Jiachen Guo et al. · Nature Communications · 2022 · 97 citations · Full text

Computing, Computer Science, Physics +17