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 | 35 | 2018 |
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 | 14 | 2020 |
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 | 11 | 2022 |
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 | 8 | 2019 |
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 | 7 | 2017 |
Input modeling and uncertainty quantification for improving volatile residential load forecasting G Xie, X Chen, Y Weng Energy 211, 119007, 2020 | 6 | 2020 |
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 | 3 | 2021 |
Uniform error bounds for stochastic kriging G Xie, X Chen 2020 Winter Simulation Conference (WSC), 361-372, 2020 | 3 | 2020 |
Robust and data-efficient metamodel-based approaches for online analysis of time-dependent systems G Xie Virginia Tech, 2020 | 3 | 2020 |
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 |