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Dr. SHANG, Boyang 尚博暘

Postdoctoral Fellow

Ph.D. Advisors: Prof. Daniel W. Apley & Prof. Sanjay Mehrotra ; Industrial Engineering and Management Science, Northwestern University, Evanston, IL
M.S. Engineering Science and Applied Mathematics, Northwestern University, Evanston, IL
B.S. School of Mathematics and Systems Science, Beihang University, Beijing, China

Rm 207, Run Run Shaw Building

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Research Interests

Copula Estimation and Sampling

Subsampling from a Data Set

Design of Computer Experiments

Statistical Learning

Publications

Selected Publications

  1. B.Shang and D.Apley, ’Fully-Sequential space-filling Design Algorithms for Computer Experiment’, Journal of Quality Technology, 2020, pp 1-24, DOI: 10.1080/00224065.2019.1705207

  2. B.Shang, D.Apley and S.Mehrotra, ’Diversity Subsampling: Custom Subsamples from Large Data Sets’, INFORMS Journal on Data Science, 2023, 0(0), DOI: 10.1287/ijds.2022.00017

  1. B.Shang, 'On Convergence Rate of the Diversity Subsampling Algorithm’, preprint available at http://arxiv.org/abs/2309.00636