7 citations · 10 across the 4 of their papers we have counts for
4 papers
Fast and Provably Accurate Sequential Designs using Hilbert Space Gaussian Processes
Huanyan Zhu, Cheng Li
Gaussian processes are widely used for accurate emulation of unknown surfaces in sequential design of expensive simulation experiments. Integrated mean squared error (IMSE) is an e…
Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates
Cheng Li, Siyang Gao, Jianzhong Du
We consider performing simulation experiments in the presence of covariates. Here, covariates refer to some input information other than system designs to the simulation model that…
A Nonparametric Bayesian Framework for Uncertainty Quantification in Stochastic Simulation
Wei Xie, Cheng Li, Yuefeng Wu +1
When we use simulation to assess the performance of stochastic systems, the input models used to drive simulation experiments are often estimated from finite real-world data. There…
Interpretable Biomanufacturing Process Risk and Sensitivity Analyses for Quality-by-Design and Stability Control
Wei Xie, Bo Wang, Cheng Li +2
While biomanufacturing plays a significant role in supporting the economy and ensuring public health, it faces critical challenges, including complexity, high variability, lengthy…