Grants per year
Personal profile
Research Interests
Development of multiscale theories, methods, and software for the design and analysis of large scale engineering material systems, materials design, manufacturing, bio-sensing, and drug delivery.
Education/Academic qualification
PhD, California Institute of Technology
… → 1981
MS, California Institute of Technology
… → 1977
Engineering Science , BS, University of Illinois at Chicago
… → 1976
Research interests
- Computational biology
- Computational nanotechnology
- Linear and nonlinear fluid structure interactions
- Modeling of MEMS and NEMS devices
- Multi-scale analysis and design
- Nonlinear finite elements
- Reproducing kernel particle and wavelets
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Service Contract Between Northwestern University and Beijing Institute of Collaborative Innovation (BICI)
Beijing Institute of Collaborative Innovation
1/1/21 → 12/31/23
Project: Research project
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Manipulating Nanoparticle-Modified Melt Pool Dynamics in Additive Manufacturing
12/1/19 → 11/30/23
Project: Research project
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REU Supplement on Manipulating Nanoparticle-Modified Melt Pool Dynamics in Additive Manufacturing
12/1/19 → 11/30/23
Project: Research project
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Liu Subproject for CHiMaD
National Institute of Standards and Technology
1/1/19 → 12/31/23
Project: Research project
Research Output
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Benchmark Study of Melted Track Geometries in Laser Powder Bed Fusion of Inconel 625
Gan, Z., Jones, K. K., Lu, Y. & Liu, W. K., Jun 2021, In: Integrating Materials and Manufacturing Innovation. 10, 2, p. 177-195 19 p.Research output: Contribution to journal › Article › peer-review
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Hierarchical Deep Learning Neural Network (HiDeNN): An artificial intelligence (AI) framework for computational science and engineering
Saha, S., Gan, Z., Cheng, L., Gao, J., Kafka, O. L., Xie, X., Li, H., Tajdari, M., Kim, H. A. & Liu, W. K., Jan 1 2021, In: Computer Methods in Applied Mechanics and Engineering. 373, 113452.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Hierarchical deep-learning neural networks: finite elements and beyond
Zhang, L., Cheng, L., Li, H., Gao, J., Yu, C., Domel, R., Yang, Y., Tang, S. & Liu, W. K., Jan 2021, In: Computational Mechanics. 67, 1, p. 207-230 24 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Image-based modelling for Adolescent Idiopathic Scoliosis: Mechanistic machine learning analysis and prediction
Tajdari, M., Pawar, A., Li, H., Tajdari, F., Maqsood, A., Cleary, E., Saha, S., Zhang, Y. J., Sarwark, J. F. & Liu, W. K., Feb 1 2021, In: Computer Methods in Applied Mechanics and Engineering. 374, 113590.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Image-based multiscale modeling with spatially varying microstructures from experiments: Demonstration with additively manufactured metal in fatigue and fracture
Kafka, O. L., Jones, K. K., Yu, C., Cheng, P. & Liu, W. K., May 2021, In: Journal of the Mechanics and Physics of Solids. 150, 104350.Research output: Contribution to journal › Article › peer-review
2 Scopus citations