Projects per year
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Dive into the research topics where Ying Hung is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 7 Finished
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Collaborative Research: Efficient Bayesian Global Optimization with Applications to Deep Learning and Computer Experiments
Hung, Y. (PI)
10/1/18 → 6/30/24
Project: Research project
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Collaborative Research: Statistical Modeling of Mechanosensing by Cell Surface Receptors
8/1/17 → 7/31/21
Project: Research project
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CAREER: An Efficient Framework for Design and Modeling of Complex Computer Experiments
7/1/14 → 6/30/19
Project: Research project
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Data-Efficient Characterization of the Global Dynamics of Robot Controllers with Confidence Guarantees
Vieira, E. R., Sivaramakrishnan, A., Song, Y., Granados, E., Gameiro, M., Mischaikow, K., Hung, Y. & Bekris, K. E., 2023, Proceedings - ICRA 2023: IEEE International Conference on Robotics and Automation. Institute of Electrical and Electronics Engineers Inc., p. 3065-3072 8 p. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2023-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Indicator-based Bayesian variable selection for Gaussian process models in computer experiments
Zhang, F., Chen, R. B., Hung, Y. & Deng, X., Sep 2023, In: Computational Statistics and Data Analysis. 185, 107757.Research output: Contribution to journal › Article › peer-review
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Optimal Simulator Selection
Hung, Y., Lin, L. H. & Wu, C. F. J., 2023, In: Journal of the American Statistical Association. 118, 542, p. 1264-1271 8 p.Research output: Contribution to journal › Article › peer-review
Open Access -
CLAIMED: A CLAssification-Incorporated Minimum Energy Design to Explore a Multivariate Response Surface With Feasibility Constraints
Sengul, M. Y., Song, Y., He, L., Van Duin, A. C. T., Hung, Y. & Dasgupta, T., Oct 1 2022, In: IEEE Transactions on Automation Science and Engineering. 19, 4, p. 2862-2873 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
GAUSSIAN PROCESS PREDICTION USING DESIGN-BASED SUBSAMPLING
He, L. & Hung, Y., Apr 2022, In: Statistica Sinica. 32, 2, p. 1165-1186 22 p.Research output: Contribution to journal › Article › peer-review