Xiaoyu Xie

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

Sourav Saha, Zhengtao Gan, Cheng Lin et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 177 citations

Artificial Intelligence, Ai Architecture, Computational Science +7

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 · 128 citations

Industrial Design, Engineering, Automation +11

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 · 125 citations · Full text

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

Jiayun Shao, Arash Samaei, Tianju Xue et al. · Materials & Design · 2023 · 112 citations · Full text

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

Xiaoyu Xie, Arash Samaei, Jiachen Guo et al. · Nature Communications · 2022 · 84 citations · Full text

Engineering, Machine Learning, Scarce Measurements +20