Y. Hwang

Most-cited papers

1. Artificial neural network model for forecasting sub-hourly electricity usage in commercial buildings

   Y. Chae, R. Horesh, Y. Hwang, Young M. Lee

   2016373 citations

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2. Machine learning based multi-physical-model blending for enhancing renewable energy forecast - improvement via situation dependent error correction

   Si-Yuan Lu, Y. Hwang, I. Khabibrakhmanov, F. Marianno +4 more

   2015European Control Conference55 citations

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3. Ground motion amplification models for Japan using machine learning techniques

   Sunyul Kim, Y. Hwang, Hwan Seo, Byungmin Kim

   202037 citations

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4. A statistics-guided approach to precise characterization of nanowire morphology.

   Fei Wang, Y. Hwang, Peter Z. G. Qian, Xu-Dong Wang

   2010ACS Nano27 citations

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5. Sliced Orthogonal Array-Based Latin Hypercube Designs

   Y. Hwang, Xu He, Peter Z. G. Qian

   2016Technometrics24 citations

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6. A statistical modeling approach for air quality data based on physical dispersion processes and its application to ozone modeling

   Xiao Liu, K. Yeo, Y. Hwang, Jitendra Singh +1 more

   201621 citations Open access

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7. Integration of data from probability surveys and big found data for finite population inference using mass imputation

   Jae Kwang Kim, Y. Hwang, Paul H. Chook, Shu Yang

   202119 citations

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8. Synthesizing simulation and field data of solar irradiance

   Furong Sun, R. Gramacy, Ben Haaland, Si-Yuan Lu +1 more

   2018Statistical analysis and data mining17 citations Open access

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9. Bayesian pollution source identification via an inverse physics model

   Y. Hwang, H. J. Kim, Won Chang, K. Yeo +1 more

   2019Computational Statistics & Data Analysis14 citations Open access

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10. Optimal Selection Of Building Components Using Sequential Design Via Statistical Surrogate Models

    Rui Zhang, Fei Liu, A. Schoergendorfer, Y. Hwang +2 more

    2013Building Simulation Conference Proceedings14 citations

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11. Development of hp-inverse model by using generalized polynomial chaos

    K. Yeo, Y. Hwang, Xiao Liu, J. Kalagnanam

    2018Computer Methods in Applied Mechanics and Engineering10 citations Open access

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12. Asymmetric Nested Lattice Samples

    Peter Z. G. Qian, Mingyao Ai, Y. Hwang, Heng Su

    2014Technometrics10 citations

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13. Sequential Model-Based Optimization for Continuous Inputs with Finite Decision Space

    Qiong Zhang, Y. Hwang

    2019Technometrics5 citations

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14. Finding Optimal Numerical Format for Sub-8-Bit Post-Training Quantization of Vision Transformers

    Janghwan Lee, Y. Hwang, Jungwook Choi

    2023IEEE International Conference on Acoustics, Speech, and Signal Processing4 citations

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15. Optimal Sensor Placement for Atmospheric Inverse Modelling

    Xin-Chao Liu, K. Yeo, L. Klein, Y. Hwang +2 more

    20222022 IEEE International Conference on Big Data (Big Data)4 citations

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16. Bayesian Model Calibration and Sensitivity Analysis for Oscillating Biological Experiments

    Y. Hwang, H. J. Kim, Won Chang, C. Hong +1 more

    2021Technometrics4 citations Open access

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17. Bottom-up estimation and top-down prediction: Solar energy prediction combining information from multiple sources

    Y. Hwang, Si-Yuan Lu, Jae-Kwang Kim

    2018Annals of Applied Statistics4 citations Open access

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18. A PRACTICAL APPROACH TO SPATIO-TEMPORAL ANALYSIS

    Huijing Jiang, A. Schoergendorfer, Y. Hwang, Y. Amemiya

    20153 citations

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19. Sequential Synthesis of Nanomaterials via Level-expansion

    Xu Xu, Y. Hwang, Taewan Kim, Fei Wang +2 more

    20112 citations

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20. A Bayesian Solution to Inverse Problem for Circadian Cycles

    Y. Hwang, Paul H. Chook

    20211 citations

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21. Supplementary Material: Sliced Orthogonal Array-Based Latin Hypercube Designs

    Y. Hwang, Peter Z. G. Qian, Xu He

    20161 citations

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22. A statistical model for 1-hour- to 24-hour-ahead prediction of hourly ozone concentrations at ground level in Singapore

    X. Liu, Y. Hwang, K. Yeo, J. Hosking +3 more

    20141 citations Open access

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23. Level-expansion: A statistical sequential design methodology with application to nanomaterial synthesis

    Xu Xu, Y. Hwang, Taewan Kim, Fei Wang +2 more

    2020Journal of QualityTechnology0 citations

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24. Clustered Gaussian process model with an application to solar irradiance emulation

    Chih-Li Sung, Ben Haaland, Y. Hwang, Si-Yuan Lu

    20190 citations

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25. Development of a spectral source inverse model by using generalized polynomial chaos

    K. Yeo, Y. Hwang, Xiao Liu, J. Kalagnanam

    2018arXiv.org0 citations

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26. Stochastic optimization algorithm for inverse modeling of air pollution

    K. Yeo, Y. Hwang, Xiao Liu, J. Kalagnanam

    20160 citations

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27. A Two-Dimensional Gridded Solar Forecasting System using Situation-Dependent Blending of Multiple Weather Models

    S. Lu, Y. Hwang, X. Shao, H. Hamann

    20150 citations

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28. Topics on the design and analysis of computer experiments

    Peter Z. G. Qian, Y. Hwang

    20120 citations

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29. Development of Approaches to the Use of Process Data for Transparency and Operational Optimization Applications.

    D. Saltiel, Y. Hwang

    20070 citations

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