Xi Chen

36 papers Misc 18Journal 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Uniform Error Bound for Stochastic Kriging: Properties and Implications on Simulation Experimental Design.
ACM Trans. Model. Comput. Simul.
Xi Chen, Yutong Zhang, Guangrui Xie, Jingtao Zhang
2025 J jnl
Multilevel Monte Carlo Metamodeling for Variance Function Estimation.
SIAM/ASA J. Uncertain. Quantification
Jingtao Zhang, Xi Chen
2025 J jnl
Unveiling the impact of defect complaints on vehicle recall delays: an integrated agent-based simulation and factor screening approach.
Int. J. Prod. Res.
Wen Shi, Xiang Xie, Xi Chen
2024 J jnl
Bonferroni-Free and Indifference-Zone-Flexible Sequential Elimination Procedures for Ranking and Selection.
Oper. Res.
Wenyu Wang, Hong Wan, Xi Chen
2024 Misc conf
GANCQR: Estimating Prediction Intervals for Individual Treatment Effects with GANs.
WSC
Jiaxing Wang, Hong Wan, Xi Chen
2024 Misc conf
Nested Heteroscedastic Gaussian Process for Simulation Metamodeling.
WSC
Jin Zhao, Xi Chen
2024 J jnl
Sequential metamodel-based approaches to level-set estimation under heteroscedasticity.
Stat. Anal. Data Min.
Yutong Zhang, Xi Chen
2023 Misc conf
Asymptotic Normality of Joint Metamodel-Based Sobol' Index Estimators.
WSC
Jingtao Zhang, Xi Chen, Ruochen Wang
2023 Misc conf
Virtual Wearable Sensor Data Generation with Generative Adversarial Networks.
WSC
Yining Huang, Hong Wan, Xi Chen
2022 J jnl
Efficient and Robust Online Trajectory Prediction for Non-Cooperative Unmanned Aerial Vehicles.
J. Aerosp. Inf. Syst.
Guangrui Xie, Xi Chen
2022 Misc conf
Empirical Uniform Bounds For Heteroscedastic Metamodeling.
WSC
Yutong Zhang, Xi Chen
2021 J jnl
Enhance load forecastability: Optimize data sampling policy by reinforcing user behaviors.
Eur. J. Oper. Res.
Guangrui Xie, Xi Chen, Yang Weng
2021 Misc conf
Information Consistency of Stochastic Kriging and Its Implications.
WSC
Yutong Zhang, Xi Chen
2020 Misc conf
Uniform Error Bounds for Stochastic Kriging.
WSC
Guangrui Xie, Xi Chen
2019 J jnl
A Variational Inference-Based Heteroscedastic Gaussian Process Approach for Simulation Metamodeling.
ACM Trans. Model. Comput. Simul.
Wenjing Wang, Nan Chen, Xi Chen, Linchang Yang
2019 J jnl
An Efficient Morris Method-Based Framework for Simulation Factor Screening.
INFORMS J. Comput.
Wen Shi, Xi Chen, Jennifer Shang
2019 J jnl
Controlled Morris method: A new factor screening approach empowered by a distribution-free sequential multiple testing procedure.
Reliab. Eng. Syst. Saf.
Wen Shi, Xi Chen
2019 Misc conf
Distributed Variational Inference-Based Heteroscedastic Gaussian Process Metamodeling.
WSC
Wenjing Wang, Xi Chen
2019 J jnl
Input Modeling and Uncertainty Quantification for Improving Volatile Residential Load Forecasting.
CoRR
Guangrui Xie, Xi Chen, Yang Weng
2019 J jnl
Multi-Resolution Sensitivity Analysis of Model of Immune Response to Helicobacter pylori Infection via Spatio-Temporal Metamodeling.
Frontiers Appl. Math. Stat.
Xi Chen, Wenjing Wang, Guangrui Xie, Raquel Hontecillas, Meghna Verma, Andrew Leber, Josep Bassaganya-Riera, Vida Abedi
2018 J jnl
Quantile regression metamodeling: Toward improved responsiveness in the high-tech electronics manufacturing industry.
Eur. J. Oper. Res.
Demet Batur, Jennifer M. Bekki, Xi Chen
2017 Misc conf
A heteroscedastic T-process simulation metamodeling approach and its application in inventory control and optimization.
WSC
Guangrui Xie, Xi Chen
2017 Misc conf
Controlled Morris method: A new distribution-free sequential testing procedure for factor screening.
WSC
Wen Shi, Xi Chen
2017 J jnl
Sequential design strategies for mean response surface metamodeling via stochastic kriging with adaptive exploration and exploitation.
Eur. J. Oper. Res.
Xi Chen, Qiang Zhou
2017 Misc conf
Stochastic co-kriging for steady-state simulation metamodeling.
WSC
Xi Chen, Sahar Hemmati, Feng Yang
2016 J jnl
Efficient VaR and CVaR Measurement via Stochastic Kriging.
INFORMS J. Comput.
Xi Chen, Kyoung-Kuk Kim
2016 Misc conf
The effects of estimation of heteroscedasticity on stochastic kriging.
WSC
Wenjing Wang, Xi Chen
2014 Misc conf
Sequential experimental designs for stochastic kriging.
WSC
Xi Chen, Qiang Zhou
2014 Misc conf
Steady-state quantile parameter estimation: an empirical comparison of stochastic kriging and quantile regression.
WSC
Jennifer McNeill Bekki, Xi Chen, Demet Batur
2014 J jnl
Stochastic kriging with biased sample estimates.
ACM Trans. Model. Comput. Simul.
Xi Chen, Kyoung-Kuk Kim
2013 Misc conf
Building metamodels for quantile-based measures using sectioning.
WSC
Xi Chen, Kyoung-Kuk Kim
2013 J jnl
Enhancing Stochastic Kriging Metamodels with Gradient Estimators.
Oper. Res.
Xi Chen, Bruce E. Ankenman, Barry L. Nelson
2013 Misc conf
Stochastic kriging with qualitative factors.
WSC
Xi Chen, Kai Wang, Feng Yang
2012 Misc conf
Stochastic kriging for conditional value-at-risk and its sensitivities.
WSC
Xi Chen, Barry L. Nelson, Kyoung-Kuk Kim
2012 J jnl
The effects of common random numbers on stochastic kriging metamodels.
ACM Trans. Model. Comput. Simul.
Xi Chen, Bruce E. Ankenman, Barry L. Nelson
2010 Misc conf
Common random numbers and stochastic kriging.
WSC
Xi Chen, Bruce E. Ankenman, Barry L. Nelson