Xi Chen

According to our database, Xi Chen authored at least 27 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Efficient and Robust Online Trajectory Prediction for Non-Cooperative Unmanned Aerial Vehicles.

Guangrui Xie, Xi Chen

J. Aerosp. Inf. Syst., February, 2022

Empirical Uniform Bounds For Heteroscedastic Metamodeling.

Yutong Zhang, Xi Chen

Proceedings of the Winter Simulation Conference, 2022

2021

Enhance load forecastability: Optimize data sampling policy by reinforcing user behaviors.

Guangrui Xie, Xi Chen, Yang Weng

Eur. J. Oper. Res., 2021

Information Consistency of Stochastic Kriging and Its Implications.

Yutong Zhang, Xi Chen

Proceedings of the Winter Simulation Conference, 2021

2020

Uniform Error Bounds for Stochastic Kriging.

Guangrui Xie, Xi Chen

Proceedings of the Winter Simulation Conference, 2020

2019

A Variational Inference-Based Heteroscedastic Gaussian Process Approach for Simulation Metamodeling.

Wenjing Wang, Nan Chen, Xi Chen, Linchang Yang

ACM Trans. Model. Comput. Simul., 2019

Controlled Morris method: A new factor screening approach empowered by a distribution-free sequential multiple testing procedure.

Wen Shi, Xi Chen

Reliab. Eng. Syst. Saf., 2019

An Efficient Morris Method-Based Framework for Simulation Factor Screening.

Wen Shi, Xi Chen, Jennifer Shang

INFORMS J. Comput., 2019

Multi-Resolution Sensitivity Analysis of Model of Immune Response to Helicobacter pylori Infection via Spatio-Temporal Metamodeling.

Xi Chen, Wenjing Wang, Guangrui Xie, Raquel Hontecillas, Meghna Verma, Andrew Leber, Josep Bassaganya-Riera, Vida Abedi

Frontiers Appl. Math. Stat., 2019

Input Modeling and Uncertainty Quantification for Improving Volatile Residential Load Forecasting.

Guangrui Xie, Xi Chen, Yang Weng

CoRR, 2019

Distributed Variational Inference-Based Heteroscedastic Gaussian Process Metamodeling.

Wenjing Wang, Xi Chen

Proceedings of the 2019 Winter Simulation Conference, 2019

2018

Quantile regression metamodeling: Toward improved responsiveness in the high-tech electronics manufacturing industry.

Demet Batur, Jennifer M. Bekki, Xi Chen

Eur. J. Oper. Res., 2018

2017

Sequential design strategies for mean response surface metamodeling via stochastic kriging with adaptive exploration and exploitation.

Xi Chen, Qiang Zhou

Eur. J. Oper. Res., 2017

A heteroscedastic T-process simulation metamodeling approach and its application in inventory control and optimization.

Guangrui Xie, Xi Chen

Proceedings of the 2017 Winter Simulation Conference, 2017

Controlled Morris method: A new distribution-free sequential testing procedure for factor screening.

Wen Shi, Xi Chen

Proceedings of the 2017 Winter Simulation Conference, 2017

Stochastic co-kriging for steady-state simulation metamodeling.

Xi Chen, Sahar Hemmati, Feng Yang

Proceedings of the 2017 Winter Simulation Conference, 2017

2016

Efficient VaR and CVaR Measurement via Stochastic Kriging.

Xi Chen, Kyoung-Kuk Kim

INFORMS J. Comput., 2016

The effects of estimation of heteroscedasticity on stochastic kriging.

Wenjing Wang, Xi Chen

Proceedings of the Winter Simulation Conference, 2016

2014

Stochastic kriging with biased sample estimates.

Xi Chen, Kyoung-Kuk Kim

ACM Trans. Model. Comput. Simul., 2014

Sequential experimental designs for stochastic kriging.

Xi Chen, Qiang Zhou

Proceedings of the 2014 Winter Simulation Conference, 2014

Steady-state quantile parameter estimation: an empirical comparison of stochastic kriging and quantile regression.

Jennifer McNeill Bekki, Xi Chen, Demet Batur

Proceedings of the 2014 Winter Simulation Conference, 2014

2013

Enhancing Stochastic Kriging Metamodels with Gradient Estimators.

Xi Chen, Bruce E. Ankenman, Barry L. Nelson

Oper. Res., 2013

Stochastic kriging with qualitative factors.

Xi Chen, Kai Wang, Feng Yang

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Building metamodels for quantile-based measures using sectioning.

Xi Chen, Kyoung-Kuk Kim

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

2012

The effects of common random numbers on stochastic kriging metamodels.

Xi Chen, Bruce E. Ankenman, Barry L. Nelson

ACM Trans. Model. Comput. Simul., 2012

Stochastic kriging for conditional value-at-risk and its sensitivities.

Xi Chen, Barry L. Nelson, Kyoung-Kuk Kim

Proceedings of the Winter Simulation Conference, 2012

2010

Common random numbers and stochastic kriging.

Xi Chen, Bruce E. Ankenman, Barry L. Nelson

Proceedings of the 2010 Winter Simulation Conference, 2010