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An adaptive Gaussian process method for multi-modal Bayesian inverse problems 预印本
2024
作者:  Xu, Zhihang;  Zhu, Xiaoyu;  Li, Daoji;  Liao, Qifeng
收藏  |  浏览/下载：240/0  |  提交时间：2024/10/14
Using Early Rejection Markov Chain Monte Carlo and Gaussian Processes to Accelerate ABC Methods 期刊论文
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2024
作者:  Cao, Xuefei;  Wang, Shijia;  Zhou, Yongdao
Adobe PDF(1874Kb)  |  收藏  |  浏览/下载：235/5  |  提交时间：2024/05/15
Learning-based modeling of human-autonomous vehicle interaction for improved safety in mixed-vehicle platooning control 期刊论文
TRANSPORTATION RESEARCH PART C: EMERGING TECHNOLOGIES, 2024, 卷号: 162
作者:  Wang, Jie;  Pant, Yash Vardhan;  Jiang, Zhihao
Adobe PDF(1865Kb)  |  收藏  |  浏览/下载：309/2  |  提交时间：2024/04/26
Sparse discovery of differential equations based on multi-fidelity Gaussian process 预印本
2024
作者:  
Adobe PDF(1964Kb)  |  收藏  |  浏览/下载：152/1  |  提交时间：2024/06/03
ANOVA-GP Modeling for High-Dimensional Bayesian Inverse Problems 期刊论文
MATHEMATICS, 2024, 卷号: 12, 期号: 2
作者:  Shi, Xiaoyu;  Zhang, Hanyu;  Wang, Guanjie
Adobe PDF(706Kb)  |  收藏  |  浏览/下载：250/42  |  提交时间：2024/03/04
Evaluation of two model predictive control schemes with different error compensation strategies for power management in fuel cell hybrid electric buses 期刊论文
JOURNAL OF ENERGY STORAGE, 2023, 卷号: 72
作者:  Li, Qiuyu;  Yang, Hengzhao
Adobe PDF(1473Kb)  |  收藏  |  浏览/下载：281/1  |  提交时间：2023/08/11
Model Predictive Control with Gaussian Process Regression Compensation for Power Management in Fuel Cell Hybrid Electric Buses 会议论文
PEDG 2023 - 2023 IEEE 14TH INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS FOR DISTRIBUTED GENERATION SYSTEMS, Shanghai, China, June 9, 2023 - June 12, 2023
作者:  Qiuyu Li;  Hengzhao Yang
Adobe PDF(2155Kb)  |  收藏  |  浏览/下载：196/0  |  提交时间：2023/09/22
PPATuner: Pareto-driven Tool Parameter Auto-tuning in Physical Design via Gaussian Process Transfer Learning 会议论文
PROCEEDINGS OF THE 59TH ACM/IEEE DESIGN AUTOMATION CONFERENCE, San Francisco, July 10–14
作者:  Hao Geng;  Qi Xu;  Tsung-Yi Ho;  Bei Yu
Adobe PDF(1903Kb)  |  收藏  |  浏览/下载：221/0  |  提交时间：2023/03/20
Bayesian Aerosol Retrieval-Based PM2.5 Estimation through Hierarchical Gaussian Process Models 期刊论文
MATHEMATICS, 2022, 卷号: 10, 期号: 16
作者:  Zhang, Junbo;  Li, Daoji;  Xia, Yingzhi;  Liao, Qifeng
Adobe PDF(2167Kb)  |  收藏  |  浏览/下载：692/219  |  提交时间：2022/09/13
A satellite anomaly detection method based on distance correlation coefficient and GPR model 期刊论文
北京航空航天大学学报, 2021, 卷号: 47, 期号: 4, 页码: 844-852
作者:  Sun, Yuhao;  Li, Guotong;  Zhang, Ge
Adobe PDF(7706Kb)  |  收藏  |  浏览/下载：219/0  |  提交时间：2021/12/03
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