Wing Kam Liu

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 14

Top Topics

Surface Roughness

Finite Element Method

Top Venues

Comput. Phys. Commun.

Publications

Lei Zhang, Chanwook Park, T. J. R. Hughes, Wing Kam Liu
Multi-Patch Isogeometric Convolution Hierarchical Deep-learning Neural Network. CoRR (2024)
Wei Liu, Satyajit Mojumder, Wing Kam Liu, Wei Chen, Daniel W. Apley
Simulation-Free Determination of Microstructure Representative Volume Element Size via Fisher Scores. CoRR (2024)
Chanwook Park, Sourav Saha, Jiachen Guo, Xiaoyu Xie, Satyajit Mojumder, Miguel A. Bessa, Dong Qian, Wei Chen, Gregory J. Wagner, Jian Cao, Wing Kam Liu
Engineering software 2.0 by interpolating neural networks: unifying training, solving, and calibration. CoRR (2024)
Vishu Gupta, Yuhui Lyu, Derick Suarez, Yuwei Mao, Wei-Keng Liao, Alok N. Choudhary, Wing Kam Liu, Gianluca Cusatis, Ankit Agrawal
Physics-based Data-Augmented Deep Learning for Enhanced Autogenous Shrinkage Prediction on Experimental Dataset. IC3 (2023)
Ye Lu, Satyajit Mojumder, Jiachen Guo, Yangfan Li, Wing Kam Liu
Extended tensor decomposition model reduction methods: training, prediction, and design under uncertainty. CoRR (2023)
Yangfan Li, Satyajit Mojumder, Ye Lu, Abdullah Al Amin, Jiachen Guo, Xiaoyu Xie, Wei Chen, Gregory J. Wagner, Jian Cao, Wing Kam Liu
Statistical Parameterized Physics-Based Machine Learning Digital Twin Models for Laser Powder Bed Fusion Process. CoRR (2023)
Tianju Xue, Shuheng Liao, Zhengtao Gan, Chanwook Park, Xiaoyu Xie, Wing Kam Liu, Jian Cao
JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science. Comput. Phys. Commun. 291 (2023)
Owen Huang, Sourav Saha, Jiachen Guo, Wing Kam Liu
An Introduction to Kernel and Operator Learning Methods for Homogenization by Self-consistent Clustering Analysis. CoRR (2022)
Yangfan Li, Ye Lu, Abdullah Al Amin, Wing Kam Liu
Stochastic additive manufacturing simulation: from experiment to surface roughness and porosity prediction. CoRR (2022)
Mahsa Tajdari, Farzam Tajdari, Pouyan Shirzadian, Aishwarya Pawar, Mirwais Wardak, Sourav Saha, Chanwook Park, Toon Huysmans, Yu Song, Yongjie Jessica Zhang, John F. Sarwark, Wing Kam Liu
Next-generation prognosis framework for pediatric spinal deformities using bio-informed deep learning networks. Eng. Comput. 38 (5) (2022)
Sourav Saha, Chanwook Park, Stefan Knapik, Jiachen Guo, Owen Huang, Wing Kam Liu
Deep Learning Discrete Calculus (DLDC): A Family of Discrete Numerical Methods by Universal Approximation for STEM Education to Frontier Research. CoRR (2022)
Tianju Xue, Shuheng Liao, Zhengtao Gan, Chanwook Park, Xiaoyu Xie, Wing Kam Liu, Jian Cao
JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science. CoRR (2022)
Lei Zhang, Ye Lu, Shaoqiang Tang, Wing Kam Liu
HiDeNN-PGD: reduced-order hierarchical deep learning neural networks. CoRR (2021)
Wing Kam Liu, Shaofan Li, Harold Park
Eighty Years of the Finite Element Method: Birth, Evolution, and Future. CoRR (2021)
Jin Qian, Yongjie Zhang, Devin Thomas O'Connor, M. Steven Greene, Wing Kam Liu
Intersection-free tetrahedral meshing from volumetric images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 1 (2) (2013)
Yu Liu, M. Steven Greene, Wei Chen, Dmitriy A. Dikin, Wing Kam Liu
Computational microstructure characterization and reconstruction for stochastic multiscale material design. Comput. Aided Des. 45 (1) (2013)
Devon A. Brown, Jong-Hoon Kim, Hyun-Boo Lee, Gareth Fotouhi, Kyong-Hoon Lee, Wing Kam Liu, Jae-Hyun Chung
Electric Field Guided Assembly of One-Dimensional Nanostructures for High Performance Sensors. Sensors 12 (5) (2012)
X. Sheldon Wang, Lucy T. Zhang, Wing Kam Liu
Erratum to "On computational issues of immersed finite element methods" [J. Comput. Phys 228 (2009) 2535-2551]. J. Comput. Phys. 228 (18) (2009)
X. Sheldon Wang, Lucy T. Zhang, Wing Kam Liu
On computational issues of immersed finite element methods. J. Comput. Phys. 228 (7) (2009)
Do Wan Kim, Young-Cheol Yoon, Wing Kam Liu, Ted Belytschko
Extrinsic meshfree approximation using asymptotic expansion for interfacial discontinuity of derivative. J. Comput. Phys. 221 (1) (2007)
Yaling Liu, Wing Kam Liu
Rheology of red blood cell aggregation by computer simulation. J. Comput. Phys. 220 (1) (2006)
Do Wan Kim, Wing Kam Liu
Maximum principle and convergence analysis for the meshfree point collocation method. SIAM J. Numer. Anal. 44 (2) (2006)
Shaoqiang Tang, Thomas Y. Hou, Wing Kam Liu
A pseudo-spectral multiscale method: Interfacial conditions and coarse grid equations. J. Comput. Phys. 213 (1) (2006)
Sergey N. Medyanik, Eduard G. Karpov, Wing Kam Liu
Domain reduction method for atomistic simulations. J. Comput. Phys. 218 (2) (2006)
Weimin Han, Wing Kam Liu
Flexible piecewise approximations based on partition of unity. Adv. Comput. Math. 23 (1-2) (2005)