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C. F. Jeff Wu
Researcher at Georgia Institute of Technology
Publications - 37
Citations - 5715
C. F. Jeff Wu is an academic researcher from Georgia Institute of Technology. The author has contributed to research in topics: Gaussian process & Surrogate model. The author has an hindex of 10, co-authored 32 publications receiving 5278 citations. Previous affiliations of C. F. Jeff Wu include John Wiley & Sons.
Papers
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Journal ArticleDOI
On the convergence properties of the em algorithm
TL;DR: In this paper, the EM algorithm converges to a local maximum or a stationary value of the (incomplete-data) likelihood function under conditions that are applicable to many practical situations.
Book
Experiments: Planning, Analysis, and Parameter Design Optimization
C. F. Jeff Wu,Michael S. Hamada +1 more
TL;DR: This book discusses Factorial and Fractional Factorial Experiments at Three Levels, Robust Parameter Design for Signal-Response Systems, and other Design and Analysis Techniques for Experiments for Improving Reliability.
MonographDOI
Experiments : planning, analysis, and optimization
C. F. Jeff Wu,Michael S. Hamada +1 more
TL;DR: In this article, the authors present a survey of the state-of-the-art techniques for the planning and implementation of experiments, including replication, randomization, and blocking.
Journal Article
Supplementary Material: Sequential Exploration of Complex Surfaces Using Minimum Energy Designs
Journal ArticleDOI
An Efficient Surrogate Model for Emulation and Physics Extraction of Large Eddy Simulations
Simon Mak,Chih-Li Sung,Xingjian Wang,Shiang-Ting Yeh,Yu-Hung Chang,V. Roshan Joseph,Vigor Yang,C. F. Jeff Wu +7 more
TL;DR: In this article, a new surrogate model is proposed to provide efficient prediction and uncertainty quantification of turbulent flows in swirl injectors with varying geometries, devices commonly used in many engineering applications.