Wing Kam Liu

Walter P. Murphy Professor of Mechanical Engineering, Northwestern University, Northwestern University

Full Professor, Northwestern University

Joined

August 2024

Names

Wing Kam Liu (Preferred)

Wing Liu

Emails

****@northwestern.edu (Confirmed)

****@u.northwestern.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Walter P. Murphy Professor of Mechanical Engineering

Northwestern University, Northwestern University (u.northwestern.edu)

2003 – Present

Full Professor

Northwestern University (northwestern.edu)

1980 – Present

PhD student

California Institute of Technology (caltech.edu)

1977 – 1981

MS student

California Institute of Technology (caltech.edu)

1976 – 1977

Undergrad student

University of Illinois, Chicago (uic.edu)

1972 – 1976

Advisors, Relations & Conflicts

No relations added

Expertise

Computational Mechanics

Present

Tensor decomposition

Present

Publications

Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems
Jiachen Guo, Xiaoyu Xie, Chanwook Park, Hantao Zhang, Matthew J. Politis, Gino Domel, Wing Kam Liu
- ICML 2025 poster
- Readers: Everyone
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 Wagner, Wing Kam Liu
- D3S3 2024 Poster
- Readers: Everyone
Linking process parameters with lack-of-fusion porosity for laser powder bed fusion metal additive manufacturing
Satyajit Mojumder, Zhengtao Gan, Yangfan Li, Abdullah Al Amin, Wing Liu
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Convolution Hierarchical Deep-Learning Neural Network Tensor Decomposition (C-HiDeNN-TD) for high-resolution topology optimization
Hengyang Li, Stefan Knapik, Yangfan Li, Chanwook Park, Jiachen Guo, Satyajit Mojumder, Ye Lu, Wei Chen, Daniel W Apley, Wing Liu
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

Wing Kam Liu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems

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

Linking process parameters with lack-of-fusion porosity for laser powder bed fusion metal additive manufacturing

Convolution Hierarchical Deep-Learning Neural Network Tensor Decomposition (C-HiDeNN-TD) for high-resolution topology optimization

Co-Authors