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Guangrui Xie
Guangrui Xie
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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
A reinforcement learning approach to design verification strategies of engineered systems
P Xu, A Salado, G Xie
2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020
142020
Efficient and robust online trajectory prediction for non-cooperative unmanned aerial vehicles
G Xie, X Chen
Journal of Aerospace Information Systems 19 (2), 143-153, 2022
112022
Multi-Resolution Sensitivity Analysis of Model of Immune Response to Helicobacter pylori Infection via Spatio-Temporal Metamodeling
X Chen, W Wang, G Xie, R Hontecillas, M Verma, A Leber, ...
Frontiers in Applied Mathematics and Statistics 5, 4, 2019
82019
A heteroscedastic t-process simulation metamodeling approach and its application in inventory control and optimization
G Xie, X Chen
2017 Winter Simulation Conference (WSC), 3242-3253, 2017
72017
Input modeling and uncertainty quantification for improving volatile residential load forecasting
G Xie, X Chen, Y Weng
Energy 211, 119007, 2020
62020
Enhance load forecastability: Optimize data sampling policy by reinforcing user behaviors
G Xie, X Chen, Y Weng
European Journal of Operational Research 295 (3), 924-934, 2021
32021
Uniform error bounds for stochastic kriging
G Xie, X Chen
2020 Winter Simulation Conference (WSC), 361-372, 2020
32020
Robust and data-efficient metamodel-based approaches for online analysis of time-dependent systems
G Xie
Virginia Tech, 2020
32020
An adaptive communication scheme for bandwidth limited residential load forecasting
G Xie, X Chen, Y Weng
2017 North American Power Symposium (NAPS), 1-6, 2017
2017
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