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Ye Lu

University System of Maryland

23H-index
96Paper Count
8.9KCitation Count
Published Papers 24
Publication Date
Tensor-decomposition-based A Priori Surrogate (TAPS) modeling for ultra large-scale simulations
err2025-06-09
err0
PREAI
errJiachen Guo; Gino Domel; Chanwook Park; Hantao Zhang; Ozgur Can Gumus; Ye Lu; Gregory J. Wagner; Dong Qian; Jian Cao; Thomas J.R. Hughes; Wing Kam Liu
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Predictive value of NT-pro BNP on outcomes of children with ventricular septal defect surgery
err2025-01-15
err0
errOAAI
errChen, Weidan; Tang, Yajie; Lu, Ye; Ma, Li; Chen, Xinxin; Liu, Techang
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Statistical parameterized physics-based machine learning digital shadow models for laser powder bed fusion process
err2024-05-01
err3
PREAI
errLi, Yangfan; Mojumder, Satyajit; Lu, Ye; Al Amin, Abdullah; Guo, Jiachen; Xie, Xiaoyu; Chen, Wei; Wagner, Gregory J.; Cao, Jian; Liu, Wing Kam
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Physics guided heat source for quantitative prediction of IN718 laser additive manufacturing processes
err2024-02-19
err4
errOAAI
errAmin, Abdullah Al; Li, Yangfan; Lu, Ye; Xie, Xiaoyu; Gan, Zhengtao; Mojumder, Satyajit; Wagner, Gregory J.; Liu, Wing Kam
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Isogeometric Convolution Hierarchical Deep-learning Neural Network: Isogeometric analysis with versatile adaptivity
err2023-12-01
err4
errOAAI
errZhang, Lei; Park, Chanwook; Lu, Ye; Li, Hengyang; Mojumder, Satyajit; Saha, Sourav; Guo, Jiachen; Li, Yangfan; Abbott, Trevor; Wagner, Gregory J.; Tang, Shaoqiang; Liu, Wing Kam
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Convolution hierarchical deep-learning neural network (C-HiDeNN) with graphics processing unit (GPU) acceleration
err2023-05-31
err17
PREAI
errPark, Chanwook; Lu, Ye; Saha, Sourav; Xue, Tianju; Guo, Jiachen; Mojumder, Satyajit; Apley, Daniel W.; Wagner, Gregory J.; Liu, Wing Kam
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Convolution Hierarchical Deep-learning Neural Networks (C-HiDeNN): finite elements, isogeometric analysis, tensor decomposition, and beyond
err2023-05-16
err19
PREAI
errLu, Ye; Li, Hengyang; Zhang, Lei; Park, Chanwook; Mojumder, Satyajit; Knapik, Stefan; Sang, Zhongsheng; Tang, Shaoqiang; Apley, Daniel W.; Wagner, Gregory J.; Liu, Wing Kam
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Convolution Hierarchical Deep-Learning Neural Network Tensor Decomposition (C-HiDeNN-TD) for high-resolution topology optimization
err2023-05-03
err20
PREAI
errLi, Hengyang; Knapik, Stefan; Li, Yangfan; Park, Chanwook; Guo, Jiachen; Mojumder, Satyajit; Lu, Ye; Chen, Wei; Apley, Daniel W.; Liu, Wing Kam
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HiDeNN-FEM: a seamless machine learning approach to nonlinear finite element analysis
err2023-04-11
err11
PREAI
errLiu, Yingjian; Park, Chanwook; Lu, Ye; Mojumder, Satyajit; Liu, Wing Kam; Qian, Dong
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Mechanistic data-driven prediction of as-built mechanical properties in metal additive manufacturing
err2021-06-08
err76
errOAAI
errXie, Xiaoyu; Bennett, Jennifer; Saha, Sourav; Lu, Ye; Cao, Jian; Liu, Wing Kam; Gan, Zhengtao
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