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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Grants
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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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Liu Subproject for CHiMaD
National Institute of Standards and Technology
1/1/19 → 12/31/23
Project: Research project
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REU Supplement for Data-driven multiscale damage and failure prediction
7/15/18 → 7/14/21
Project: Research project
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Research Output
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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
1 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 Access -
MAP123-EPF: A mechanistic-based data-driven approach for numerical elastoplastic modeling at finite strain
Tang, S., Yang, H., Qiu, H., Fleming, M., Liu, W. K. & Guo, X., Jan 1 2021, In: Computer Methods in Applied Mechanics and Engineering. 373, 113484.Research output: Contribution to journal › Article › peer-review
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Adaptive hyper reduction for additive manufacturing thermal fluid analysis
Lu, Y., Jones, K. K., Gan, Z. & Liu, W. K., Dec 1 2020, In: Computer Methods in Applied Mechanics and Engineering. 372, 113312.Research output: Contribution to journal › Article › peer-review
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A hierarchical multiscale model for the elastic-plastic damage behavior of 3D braided composites at high temperature
He, C., Ge, J., Zhang, B., Gao, J., Zhong, S., Liu, W. K. & Fang, D., Aug 18 2020, In: Composites Science and Technology. 196, 108230.Research output: Contribution to journal › Article › peer-review
7 Scopus citations