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Wing Kam Liu

Department of Mechanical Engineering

98H-index
523Paper Count
3.8WCitation Count
Published Papers 207
Publication Date
A convolutional hierarchical deep-learning neural network (C-HiDeNN) framework for non-linear finite element analysis
err2026-06-13
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errOAAI
errYingjian Liu; Monish Yadav Pabbala; Jiachen Guo; Chanwook Park; Gino Domel; Wing Kam Liu; Dong Qian
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MultiLevel variational MultiScale (ML-VMS) framework for large-scale simulation
err2026-02-13
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PREAI
errLei Zhang; Jiachen Guo; Shaoqiang Tang; Thomas J.R. Hughes; Wing Kam Liu
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Large language model-empowered next-generation computer-aided engineering
err2025-12-03
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PREAI
errJiachen Guo; Chanwook Park; Dong Qian; Thomas J.R. Hughes; Wing Kam Liu
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An explainable artificial intelligence framework enabled by a separable neural architecture
err2025-11-26
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errOAAI
errReza T. Batley; Chanwook Park; Wing Kam Liu; Sourav Saha
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Co-design of geometry and thermal-elastic gradient alloy distribution with temperature-dependent material properties
err2025-07-12
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errOAAI
errStefan Knapik; Shiguang Deng; Liwei Wang; Aaditya Chandrasekhar; Wing Kam Liu; Jian Cao; Wei Chen
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Tensor-decomposition-based A Priori Surrogate (TAPS) modeling for ultra large-scale simulations
err2025-06-09
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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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Clustering-enhanced Lattice discrete particle modeling for quasi-brittle fracture and fragmentation analysis
err2024-05-02
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PREAI
errLyu, Yuhui; Troemner, Matthew; Lale, Erol; Ramyar, Elham; Liu, Wing Kam; Cusatis, Gianluca
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Benchmark study of melt pool and keyhole dynamics, laser absorptance, and porosity in additive manufacturing of Ti-6Al-4V
err2024-04-29
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PREAI
errSamaei, Arash; Leonor, Joseph P.; Gan, Zhengtao; Sang, Zhongsheng; Xie, Xiaoyu; Simonds, Brian J.; Liu, Wing Kam; Wagner, Gregory J.
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Physics guided heat source for quantitative prediction of IN718 laser additive manufacturing processes
err2024-02-19
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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
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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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JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science
err2023-10-01
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errOAAI
errXue, Tianju; Liao, Shuheng; Gan, Zhengtao; Park, Chanwook; Xie, Xiaoyu; Liu, Wing Kam; Cao, Jian
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Vapor-induced flow and its impact on powder entrainment in laser powder bed fusion
err2023-08-01
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errOAAI
errLi, Zhiyong; Yu, Gang; He, Xiuli; Gan, Zhengtao; Liu, Wing Kam
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Convolution hierarchical deep-learning neural network (C-HiDeNN) with graphics processing unit (GPU) acceleration
err2023-05-31
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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
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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
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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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