Research Interests
- Experimental Design (fractional factorial design,
nonregular design, orthogonal array, minimum aberration design,
supersaturated design)
- Computer Experiments (space filling design, Latin
hypercube design, maximin distance design, uniform design)
- Response
Surface Method (response surface design,
composite design)
- Drug
Combination (multiple drug
combination, drug cocktail)
- Functional Data Analysis (linear model with functional
responses and fixed or functional covariates, hypothesis
testing, diagnostics)
- Online Experiments (A/B testing)
- Hyperparameter Optimization
Research Grants
- Principal Investigator, National
Science
Foundation (NSF) DMS award 0204009, "Nonregular
Designs: Classification, Optimality and Construction,"
July 15, 2002 - June 30, 2005.
- Principal Investigator, National
Science
Foundation (NSF) DMS award 0505728, "Efficient
Large Fractional Factorial Designs: Theory and Construction,"
July 1, 2005 - June 30, 2008.
- Principal Investigator, National
Science
Foundation (NSF) DMS award 0806137, "Construction
and Analysis of Nonregular and Supersaturated Designs,"
June 1, 2008 - May 31, 2011.
- Principal Investigator, National
Science
Foundation (NSF) DMS award 1106854, "Studies in
Factorial and Response Surface Designs,"
August 15, 2011 - July 31, 2014.
- Principal Investigator, National
Science
Foundation (NSF) DMS award 1407560, "Studies in
Factorial and Composite Designs with Applications to Drug
Combination Experiments," August 1, 2014
- July 31, 2017.
- Principal Investigator, National Science Foundation
(NSF) DMS award 1743227, "Design and Analysis of Experiments,"
07/15/2017 - 06/30/2018, Co-PI: Weng Kee Wong.
Online Supplements to
researches supported by National
Science Foundation (NSF) grants.