• 12671 Citations
1993 …2023

Research output per year

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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.

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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Grants

  • Research Output

    Aerodynamic design optimization and shape exploration using generative adversarial networks

    Chen, W., Chiu, K. & Fuge, M. D., Jan 1 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 3 Scopus citations

    A Latent Variable Approach to Gaussian Process Modeling with Qualitative and Quantitative Factors

    Zhang, Y., Tao, S., Chen, W. & Apley, D. W., Jan 1 2019, (Accepted/In press) In : Technometrics.

    Research output: Contribution to journalArticle

  • 3 Scopus citations

    A numerical Bayesian-calibrated characterization method for multiscale prepreg preforming simulations with tension-shear coupling

    Zhang, W., Bostanabad, R., Liang, B., Su, X., Zeng, D., Bessa, M. A., Wang, Y., Chen, W. & Cao, J., Jan 20 2019, In : Composites Science and Technology. 170, p. 15-24 10 p.

    Research output: Contribution to journalArticle

  • 6 Scopus citations

    Connected morphable components-based multiscale topology optimization

    Deng, J., Pedersen, C. B. W. & Chen, W., Jun 1 2019, In : Frontiers of Mechanical Engineering. 14, 2, p. 129-140 12 p.

    Research output: Contribution to journalArticle

  • 3 Scopus citations

    Data-centric mixed-variable Bayesian optimization for materials design

    Iyer, A., Zhang, Y., Prasad, A., Tao, S., Wang, Y., Schadler, L., Brinson, L. C. & Chen, W., Jan 1 2019, 45th Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A-2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution