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Chanwook Park

Department of Mechanical Engineering

19H-index
69Paper Count
1.1KCitation Count
Published Papers 26
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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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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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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Self-healable spray paint coatings based on polyurethanes with thermal stability: Effects of disulfides and diisocyanates
err2025-01-01
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PREAI
errJin, Sebin; Jeon, Hyeonyeol; Kim, Seon-Mi; Lee, Minkyung; Park, Chanwook; Joo, Yongtae; Seo, Jaesik; Oh, Dongyeop X.; Park, Jeyoung
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2D gradient and correlation FTIR analyses for optimizing thermal curing process of commercial-grade polyurethane coatings for automotive interior parts
err2023-12-01
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PREAI
errKim, Minji; Seo, Jaesik; Park, Chanwook; Jeong, Ji Hun; Kim, Hyo Jeong; Chae, Doog Wook; Eom, Youngho
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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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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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HiDeNN-FEM: a seamless machine learning approach to nonlinear finite element analysis
err2023-04-11
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PREAI
errLiu, Yingjian; Park, Chanwook; Lu, Ye; Mojumder, Satyajit; Liu, Wing Kam; Qian, Dong
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Rheology and FTIR-based tools for analyzing thermal-induced physical aging of polyurethane coatings for automotive interior plastic parts
err2023-04-01
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PREAI
errJeong, Ji Hun; Seo, Jaesik; Kim, Minji; Park, Chanwook; Kim, Hyo Jeong; Choi, Yun Hyeong; Kim, Hyeonjeong; Eom, Youngho
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Next-generation prognosis framework for pediatric spinal deformities using bio-informed deep learning networks
err2022-10-11
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PREAI
errTajdari, Mahsa; Tajdari, Farzam; Shirzadian, Pouyan; Pawar, Aishwarya; Wardak, Mirwais; Saha, Sourav; Park, Chanwook; Huysmans, Toon; Song, Yu; Zhang, Yongjie Jessica; Sarwark, John F.; Liu, Wing Kam
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Mechanistic artificial intelligence (mechanistic-AI) for modeling, design, and control of advanced manufacturing processes: Current state and perspectives
err2022-04-01
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errOAAI
errMozaffar, Mojtaba; Liao, Shuheng; Xie, Xiaoyu; Saha, Sourav; Park, Chanwook; Cao, Jian; Liu, Wing Kam; Gan, Zhengtao
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