Wing Kam Liu

According to our database, Wing Kam Liu authored at least 25 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Convolutional Hierarchical Deep Learning Neural Networks-Tensor Decomposition (C-HiDeNN-TD): a scalable surrogate modeling approach for large-scale physical systems.

Jiachen Guo, Chanwook Park, Xiaoyu Xie, Zhongsheng Sang, Gregory J. Wagner, Wing Kam Liu

CoRR, 2024

Multi-Patch Isogeometric Convolution Hierarchical Deep-learning Neural Network.

Lei Zhang, Chanwook Park, T. J. R. Hughes, Wing Kam Liu

CoRR, 2024

Simulation-Free Determination of Microstructure Representative Volume Element Size via Fisher Scores.

Wei Liu, Satyajit Mojumder, Wing Kam Liu, Wei Chen, Daniel W. Apley

CoRR, 2024

Engineering software 2.0 by interpolating neural networks: unifying training, solving, and calibration.

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

CoRR, 2024

2023

JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science.

Tianju Xue, Shuheng Liao, Zhengtao Gan, Chanwook Park, Xiaoyu Xie, Wing Kam Liu, Jian Cao

Comput. Phys. Commun., October, 2023

Statistical Parameterized Physics-Based Machine Learning Digital Twin Models for Laser Powder Bed Fusion Process.

Yangfan Li, Satyajit Mojumder, Ye Lu, Abdullah Al Amin, Jiachen Guo, Xiaoyu Xie, Wei Chen, Gregory J. Wagner, Jian Cao, Wing Kam Liu

CoRR, 2023

Extended tensor decomposition model reduction methods: training, prediction, and design under uncertainty.

Ye Lu, Satyajit Mojumder, Jiachen Guo, Yangfan Li, Wing Kam Liu

CoRR, 2023

Physics-based Data-Augmented Deep Learning for Enhanced Autogenous Shrinkage Prediction on Experimental Dataset.

Vishu Gupta, Yuhui Lyu, Derick Suarez, Yuwei Mao, Wei-Keng Liao, Alok N. Choudhary, Wing Kam Liu, Gianluca Cusatis, Ankit Agrawal

Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing, 2023

2022

Next-generation prognosis framework for pediatric spinal deformities using bio-informed deep learning networks.

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

Eng. Comput., 2022

An Introduction to Kernel and Operator Learning Methods for Homogenization by Self-consistent Clustering Analysis.

Owen Huang, Sourav Saha, Jiachen Guo, Wing Kam Liu

CoRR, 2022

Deep Learning Discrete Calculus (DLDC): A Family of Discrete Numerical Methods by Universal Approximation for STEM Education to Frontier Research.

Sourav Saha, Chanwook Park, Stefan Knapik, Jiachen Guo, Owen Huang, Wing Kam Liu

CoRR, 2022

Stochastic additive manufacturing simulation: from experiment to surface roughness and porosity prediction.

Yangfan Li, Ye Lu, Abdullah Al Amin, Wing Kam Liu

CoRR, 2022

2021

Eighty Years of the Finite Element Method: Birth, Evolution, and Future.

Wing Kam Liu, Shaofan Li, Harold Park

CoRR, 2021

HiDeNN-PGD: reduced-order hierarchical deep learning neural networks.

Lei Zhang, Ye Lu, Shaoqiang Tang, Wing Kam Liu

CoRR, 2021

2013

Intersection-free tetrahedral meshing from volumetric images.

Jin Qian, Yongjie Zhang, Devin Thomas O'Connor, M. Steven Greene, Wing Kam Liu

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2013

Computational microstructure characterization and reconstruction for stochastic multiscale material design.

Yu Liu, M. Steven Greene, Wei Chen, Dmitriy A. Dikin, Wing Kam Liu

Comput. Aided Des., 2013

2012

Electric Field Guided Assembly of One-Dimensional Nanostructures for High Performance Sensors.

Devon A. Brown, Jong-Hoon Kim, Hyun-Boo Lee, Gareth Fotouhi, Kyong-Hoon Lee, Wing Kam Liu, Jae-Hyun Chung

Sensors, 2012

2009

Erratum to "On computational issues of immersed finite element methods" [J. Comput. Phys 228 (2009) 2535-2551].

X. Sheldon Wang, Lucy T. Zhang, Wing Kam Liu

J. Comput. Phys., 2009

On computational issues of immersed finite element methods.

X. Sheldon Wang, Lucy T. Zhang, Wing Kam Liu

J. Comput. Phys., 2009

2007

Extrinsic meshfree approximation using asymptotic expansion for interfacial discontinuity of derivative.

Do Wan Kim, Young-Cheol Yoon, Wing Kam Liu, Ted Belytschko

J. Comput. Phys., 2007

2006

Maximum principle and convergence analysis for the meshfree point collocation method.

Do Wan Kim, Wing Kam Liu

SIAM J. Numer. Anal., 2006

A pseudo-spectral multiscale method: Interfacial conditions and coarse grid equations.

Shaoqiang Tang, Thomas Y. Hou, Wing Kam Liu

J. Comput. Phys., 2006

Domain reduction method for atomistic simulations.

Sergey N. Medyanik, Eduard G. Karpov, Wing Kam Liu

J. Comput. Phys., 2006

Rheology of red blood cell aggregation by computer simulation.

Yaling Liu, Wing Kam Liu

J. Comput. Phys., 2006

2005

Flexible piecewise approximations based on partition of unity.

Weimin Han, Wing Kam Liu

Adv. Comput. Math., 2005