Suivre
Xi Chen
Xi Chen
Associate Professor of Industrial and Systems Engineering, Virginia Tech
Adresse e-mail validée de vt.edu - Page d'accueil
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Année
Enhancing stochastic kriging metamodels with gradient estimators
X Chen, BE Ankenman, BL Nelson
Operations Research 61 (2), 512-528, 2013
962013
The effects of common random numbers on stochastic kriging metamodels
X Chen, BE Ankenman, BL Nelson
ACM Transactions on Modeling and Computer Simulation (TOMACS) 22 (2), 1-20, 2012
962012
Stochastic kriging with biased sample estimates
X Chen, KK Kim
ACM Transactions on Modeling and Computer Simulation (TOMACS) 24 (2), 1-23, 2014
452014
Sequential Design Strategies for Mean Response Surface Metamodeling via Stochastic Kriging with Adaptive Exploration and Exploitation
X Chen, Q Zhou
European Journal of Operational Research 262 (2), 575-585, 2017
402017
An Integrated Gaussian Process Modeling Framework for Residential Load Prediction
G Xie, X Chen, Y Weng
IEEE Transactions on Power Systems 33 (6), 7238-7248, 2018
352018
Gaussian process based modeling and experimental design for sensor calibration in drifting environments
Z Geng, F Yang, X Chen, N Wu
Sensors and Actuators B: Chemical 216, 321-331, 2015
332015
Sequential experimental designs for stochastic kriging
X Chen, Q Zhou
Proceedings of the Winter Simulation Conference 2014, 3821-3832, 2014
262014
Building Metamodels for Quantile-Based Measures Using Sectioning
X Chen, KK Kim
Simulation Conference (WSC), 2013 Winter, 521-532, 2013
232013
Quantile Regression Metamodeling: Toward Improved Responsiveness in the High-Tech Electronics Manufacturing Industry
D Batur, J Bekki, X Chen
European Journal of Operational Research 264, 212-224, 2018
222018
Stochastic kriging with qualitative factors
X Chen, K Wang, F Yang
2013 Winter Simulations Conference (WSC), 790-801, 2013
222013
Efficient VaR and CVaR Measurement via Stochastic Kriging
X Chen, KK Kim
INFORMS Journal on Computing 28, 629 - 644, 2016
202016
Steady-state quantile parameter estimation: an empirical comparison of stochastic kriging and quantile regression
JM Bekki, X Chen, D Batur
Proceedings of the 2014 Winter Simulation Conference, 3880-3891, 2014
192014
Stochastic kriging for conditional value-at-risk and its sensitivities
X Chen, BL Nelson, KK Kim
Proceedings of the 2012 Winter Simulation Conference (WSC), 1-12, 2012
172012
High-Resolution Computational Modeling of Immune Responses in the Gut
M Verma, J Bassaganya-Riera, A Leber, N Tubau-Juni, S Hoops, V Abedi, ...
GigaScience, 2019
162019
An Efficient Morris Method-based Framework for Simulation Factor Screening
W Shi, X Chen, J Shang
INFORMS Journal on Computing, 1-26, 2019
162019
The Effects of Estimation of Heteroscedasticity on Stochastic Kriging
W Wang, X Chen
Proceedings of the 2016 Winter Simulation Conference, 2016
152016
Spectral-Selective Plasmonic Polymer Nanocomposites across the Visible and Near-Infrared
AU Khan, Y Guo, X Chen, G Liu
ACS Nano 13, 4255–4266, 2019
142019
An Adaptive Two-Stage Dual Metamodeling Approach for Stochastic Simulation Experiments
W Wang, X Chen
IISE Transactions 50, 820-836, 2018
142018
Common random numbers and stochastic kriging
X Chen, B Ankenman, BL Nelson
Proceedings of the Winter Simulation Conference, 947-956, 2010
142010
Efficient and Robust Online Trajectory Prediction for Unmanned Aerial Vehicles
G Xie, X Chen
Journal of Aerospace Information Systems 19 (2), 143-153, 2022
112022
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