Xi Chen

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 16

Top Topics

Gaussian Process

Experimental Design

Quantile Regression

Manufacturing Industry

Top Venues

Eur. J. Oper. Res.

ACM Trans. Model. Comput. Simul.

INFORMS J. Comput.

Publications

Guangrui Xie, Xi Chen
Efficient and Robust Online Trajectory Prediction for Non-Cooperative Unmanned Aerial Vehicles. J. Aerosp. Inf. Syst. 19 (2) (2022)
Guangrui Xie, Xi Chen, Yang Weng
Enhance load forecastability: Optimize data sampling policy by reinforcing user behaviors. Eur. J. Oper. Res. 295 (3) (2021)
Guangrui Xie, Xi Chen
Uniform Error Bounds for Stochastic Kriging. WSC (2020)
Wen Shi, Xi Chen
Controlled Morris method: A new factor screening approach empowered by a distribution-free sequential multiple testing procedure. Reliab. Eng. Syst. Saf. 189 (2019)
Wenjing Wang, Xi Chen
Distributed Variational Inference-Based Heteroscedastic Gaussian Process Metamodeling. WSC (2019)
Wen Shi, Xi Chen, Jennifer Shang
An Efficient Morris Method-Based Framework for Simulation Factor Screening. INFORMS J. Comput. 31 (4) (2019)
Guangrui Xie, Xi Chen, Yang Weng
Input Modeling and Uncertainty Quantification for Improving Volatile Residential Load Forecasting. CoRR (2019)
Xi Chen, Wenjing Wang, Guangrui Xie, Raquel Hontecillas, Meghna Verma, Andrew Leber, Josep Bassaganya-Riera, Vida Abedi
Multi-Resolution Sensitivity Analysis of Model of Immune Response to Helicobacter pylori Infection via Spatio-Temporal Metamodeling. Frontiers Appl. Math. Stat. 5 (2019)
Wenjing Wang, Nan Chen, Xi Chen, Linchang Yang
A Variational Inference-Based Heteroscedastic Gaussian Process Approach for Simulation Metamodeling. ACM Trans. Model. Comput. Simul. 29 (1) (2019)
Demet Batur, Jennifer M. Bekki, Xi Chen
Quantile regression metamodeling: Toward improved responsiveness in the high-tech electronics manufacturing industry. Eur. J. Oper. Res. 264 (1) (2018)
Xi Chen, Sahar Hemmati, Feng Yang
Stochastic co-kriging for steady-state simulation metamodeling. WSC (2017)
Xi Chen, Qiang Zhou
Sequential design strategies for mean response surface metamodeling via stochastic kriging with adaptive exploration and exploitation. Eur. J. Oper. Res. 262 (2) (2017)
Wen Shi, Xi Chen
Controlled Morris method: A new distribution-free sequential testing procedure for factor screening. WSC (2017)
Guangrui Xie, Xi Chen
A heteroscedastic T-process simulation metamodeling approach and its application in inventory control and optimization. WSC (2017)
Xi Chen, Kyoung-Kuk Kim
Efficient VaR and CVaR Measurement via Stochastic Kriging. INFORMS J. Comput. 28 (4) (2016)
Wenjing Wang, Xi Chen
The effects of estimation of heteroscedasticity on stochastic kriging. WSC (2016)
Xi Chen, Qiang Zhou
Sequential experimental designs for stochastic kriging. WSC (2014)
Jennifer McNeill Bekki, Xi Chen, Demet Batur
Steady-state quantile parameter estimation: an empirical comparison of stochastic kriging and quantile regression. WSC (2014)
Xi Chen, Kyoung-Kuk Kim
Stochastic kriging with biased sample estimates. ACM Trans. Model. Comput. Simul. 24 (2) (2014)
Xi Chen, Bruce E. Ankenman, Barry L. Nelson
Enhancing Stochastic Kriging Metamodels with Gradient Estimators. Oper. Res. 61 (2) (2013)
Xi Chen, Bruce E. Ankenman, Barry L. Nelson
The effects of common random numbers on stochastic kriging metamodels. ACM Trans. Model. Comput. Simul. 22 (2) (2012)