C. F. Jeff Wu

Affiliations:
  • Georgia Institute of Technology, School of Industrial and Systems Engineering


According to our database1, C. F. Jeff Wu authored at least 42 papers between 1994 and 2024.

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Bibliography

2024
Parameter Inference Based on Gaussian Processes Informed by Nonlinear Partial Differential Equations.
SIAM/ASA J. Uncertain. Quantification, 2024

Conglomerate Multi-fidelity Gaussian Process Modeling, with Application to Heavy-Ion Collisions.
SIAM/ASA J. Uncertain. Quantification, 2024

2022
TSEC: A Framework for Online Experimentation under Experimental Constraints.
Technometrics, 2022

Gaussian Processes with Input Location Error and Applications to the Composite Parts Assembly Process.
SIAM/ASA J. Uncertain. Quantification, 2022

APIK: Active Physics-Informed Kriging Model with Partial Differential Equations.
SIAM/ASA J. Uncertain. Quantification, 2022

Inference of Nonlinear Partial Differential Equations via Constrained Gaussian Processes.
CoRR, 2022

2021
TSEC: a framework for online experimentation under experimental constraints.
CoRR, 2021

2020
On the Improved Rates of Convergence for Matérn-Type Kernel Ridge Regression with Application to Calibration of Computer Models.
SIAM/ASA J. Uncertain. Quantification, 2020

Finding optimal points for expensive functions using adaptive RBF-based surrogate model via uncertainty quantification.
J. Glob. Optim., 2020

2019
Analysis-of-Marginal-Tail-Means (ATM): A Robust Method for Discrete Black-Box Optimization.
Technometrics, 2019

2018
Kernel-smoothed proper orthogonal decomposition (KSPOD)-based emulation for prediction of spatiotemporally evolving flow dynamics.
CoRR, 2018

2017
Optimization of Multi-Fidelity Computer Experiments via the EQIE Criterion.
Technometrics, 2017

Sequential Designs Based on Bayesian Uncertainty Quantification in Sparse Representation Surrogate Modeling.
Technometrics, 2017

Data-Driven Analysis and Common Proper Orthogonal Decomposition (CPOD)-Based Spatio-Temporal Emulator for Design Exploration.
CoRR, 2017

2016
A Theoretical Framework for Calibration in Computer Models: Parametrization, Estimation and Convergence Properties.
SIAM/ASA J. Uncertain. Quantification, 2016

2015
Sequential Exploration of Complex Surfaces Using Minimum Energy Designs.
Technometrics, 2015

Determining the cost optimum among a discrete set of building technologies to satisfy stringent energy targets.
Artif. Intell. Eng. Des. Anal. Manuf., 2015

2014
Surrogate Modeling of Computer Experiments With Different Mesh Densities.
Technometrics, 2014

2013
Sequential Design and Analysis of High-Accuracy and Low-Accuracy Computer Codes.
Technometrics, 2013

Comment: A Brownian Motion Model for Stochastic Simulation With Tunable Precision.
Technometrics, 2013

A Bayesian Approach for Model Selection in Fractionated Split Plot Experiments With Applications in Robust Parameter Design.
Technometrics, 2013

Comment: Alternative Strategies for Experimental Design.
Technometrics, 2013

An HMM-based algorithm for evaluating rates of receptor-ligand binding kinetics from thermal fluctuation data.
Bioinform., 2013

2012
Robust Design Optimization With Quadratic Loss Derived From Gaussian Process Models.
Technometrics, 2012

2010
Robust Design of Measurement Systems.
Technometrics, 2010

Design of DOE-Based Automatic Process Controller With Consideration of Model and Observation Uncertainties.
IEEE Trans Autom. Sci. Eng., 2010

2009
Discussion (2): Jones-Johnson Paper.
Qual. Reliab. Eng. Int., 2009

2008
The Future of Industrial Statistics: A Panel Discussion.
Technometrics, 2008

Gaussian Process Models for Computer Experiments With Qualitative and Quantitative Factors.
Technometrics, 2008

Bayesian Hierarchical Modeling for Integrating Low-Accuracy and High-Accuracy Experiments.
Technometrics, 2008

On the existence of nested orthogonal arrays.
Discret. Math., 2008

2007
Identifying Promising Compounds in Drug Discovery: Genetic Algorithms and Some New Statistical Techniques.
J. Chem. Inf. Model., 2007

2006
SELC: Sequential Elimination of Level Combinations by Means of Modified Genetic Algorithms.
Technometrics, 2006

Robust Parameter Design With Feedback Control.
Technometrics, 2006

2004
Optimal Projective Three-Level Designs for Factor Screening and Interaction Detection.
Technometrics, 2004

Response.
Technometrics, 2004

Failure Amplification Method: An Information Maximization Approach to Categorical Response Optimization.
Technometrics, 2004

2002
Robust Parameter Design of Multiple-Target Systems.
Technometrics, 2002

The Idle Column Method: Design Construction, Properties and Comparisons.
Technometrics, 2002

Choice of Optimal Blocking Schemes in Two-Level and Three-Level Designs.
Technometrics, 2002

1994
Speech recognition using hidden Markov models with polynomial regression functions as nonstationary states.
IEEE Trans. Speech Audio Process., 1994

State-dependent time warping in the trended hidden Markov model.
Signal Process., 1994


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