• 12969 Citations
1993 …2020

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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  • Research Output

    Bayesian Optimization for Materials Design with Mixed Quantitative and Qualitative Variables

    Zhang, Y., Apley, D. W. & Chen, W., Dec 1 2020, In : Scientific reports. 10, 1, 4924.

    Research output: Contribution to journalArticle

    Open Access
  • Data-driven metamaterial design with Laplace-Beltrami spectrum as “shape-DNA”

    Wang, L., Chan, Y. C., Liu, Z., Zhu, P. & Chen, W., Jan 1 2020, (Accepted/In press) In : Structural and Multidisciplinary Optimization.

    Research output: Contribution to journalArticle

  • Designing anisotropic microstructures with spectral density function

    Iyer, A., Dulal, R., Zhang, Y., Ghumman, U. F., Chien, T. Y., Balasubramanian, G. & Chen, W., Jun 15 2020, In : Computational Materials Science. 179, 109559.

    Research output: Contribution to journalArticle

  • Machine-learning-assisted de novo design of organic molecules and polymers: Opportunities and challenges

    Chen, G., Shen, Z., Iyer, A., Ghumman, U. F., Tang, S., Bi, J., Chen, W. & Li, Y., Jan 1 2020, In : Polymers. 12, 1, 163.

    Research output: Contribution to journalArticle

    Open Access
  • 1 Scopus citations

    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

  • 5 Scopus citations