Grants per year
Personal profile
Research Interests
Simulation-based design under uncertainty; data science in design and advanced manufacturing; stochastic multiscale analysis and materials design; design of metamaterials; multidisciplinary optimization; consumer choice modeling and decision-based design.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Mechanical Engineering, PhD, Georgia Institute of Technology
… → 1995
Mechanical Engineering, MS, University of Houston
… → 1992
Mechanical Engineering, BS, Shanghai Jiao Tong University
… → 1988
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Compositionally Complex Ceramics for Hypersonics via Knowledge-Guided Ceramization
Chen, W. (PD/PI)
University of Alabama at Birmingham, Air Force Office of Scientific Research
10/1/24 → 9/30/29
Project: Research project
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Subproject - Chen
Chen, W. (Co-Investigator)
Defense Advanced Research Projects Agency (DARPA)
4/17/24 → 4/16/27
Project: Research project
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Exploration of Impact-Resistant Nanocomposite Architectures via Machine Learning
Keten, S. (PD/PI), Keten, S. (PD/PI), Chen, W. (Co-Investigator) & Chen, W. (Co-Investigator)
3/25/24 → 3/24/26
Project: Research project
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FMSG: Cyber: Learning Foundation Models for Manufacturing Design Automation
Zhu, Q. (PD/PI), Cao, J. (Co-PD/PI), Chen, W. (Co-PD/PI) & Guo, P. (Co-PD/PI)
1/1/24 → 12/31/25
Project: Research project
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Collaborative Research: DMREF: Accelerated Design, Discovery, and Deployment of Electronic Phase Transitions (ADEPT)
Rondinelli, J. M. (PD/PI) & Chen, W. (Co-Investigator)
10/1/23 → 9/30/27
Project: Research project
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Real-Time Visualization of Single Polymer Conformational Change in the Bulk State during Mechanical Deformation
Xiao, R., Pal, S., Rademacher, C. P., Chen, J., Wang, Q., Chen, W., Shull, K. R., Keten, S. & Wang, M., Apr 11 2025, In: Physical review letters. 134, 14, 148101.Research output: Contribution to journal › Article › peer-review
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Modeling Spatiotemporal Heterogeneity of Customer Preferences With Small-Scale Aggregated Data: A Spatial Panel Modeling Approach
Chen, Y., Bi, Y., Xie, J., Sha, Z., Wang, M., Fu, Y. & Chen, W., Aug 1 2024, In: Journal of Computing and Information Science in Engineering. 24, 8, 084503.Research output: Contribution to journal › Article › peer-review
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Sequence-based data-constrained deep learning framework to predict spider dragline mechanical properties
Pandey, A., Chen, W. & Keten, S., Dec 2024, In: Communications Materials. 5, 1, 83.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Survey data on customer two-stage decision-making process in household vacuum cleaner market
Xiao, Y., Cui, Y., Raut, N., Januar, J., Koskinen, J., Contractor, N., Chen, W. & Sha, Z., Jun 2024, In: Data in Brief. 54, 110353.Research output: Contribution to journal › Article › peer-review
Open Access -
Towards a digital twin framework in additive manufacturing: Machine learning and bayesian optimization for time series process optimization
Karkaria, V., Goeckner, A., Zha, R., Chen, J., Zhang, J., Zhu, Q., Cao, J., Gao, R. X. & Chen, W., Aug 2024, In: Journal of Manufacturing Systems. 75, p. 322-332 11 p.Research output: Contribution to journal › Article › peer-review
Open Access21 Scopus citations
Datasets
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epoxy DC-trasferable CG model (Keten+Chen Lab, NU university)
Giuntoli, A. (Creator), Keten, S. (Creator), Meng, Z. (Creator), Hansoge, N. K. (Creator), van Beek, A. (Creator) & Chen, W. (Creator), figshare, 2021
DOI: 10.6084/m9.figshare.c.5543514.v2, https://figshare.com/collections/epoxy_DC-trasferable_CG_model_Keten_Chen_Lab_NU_university_/5543514/2
Dataset
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pandeyakash23/spider_silk_codes: zenodo_release
Pandey, A. (Creator), Chen, W. (Creator) & Keten, S. (Creator), ZENODO, Apr 9 2025
Dataset