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Bayesian integrative analysis for multi-fidelity computer experiments 期刊论文
JOURNAL OF APPLIED STATISTICS, 2019, 卷号: 46, 期号: 11, 页码: 1973-1987
Authors:  Wei, Yunfei;  Xiong, Shifeng
Favorite  |  View/Download:9/0  |  Submit date:2020/01/10
Correlated priors  Gaussian process  Kriging  penalization  uncertainty quantification  
Absolutely continuous solutions for continuity equations in Hilbert spaces 期刊论文
JOURNAL DE MATHEMATIQUES PURES ET APPLIQUEES, 2019, 卷号: 128, 页码: 42-86
Authors:  Da Prato, Giuseppe;  Flandoli, Franco;  Roeckner, Michael
Favorite  |  View/Download:6/0  |  Submit date:2020/01/10
Continuity equations  Non Gaussian measures  Rank condition  
Research on Filtering Method of Increment Capacity Analysis Curve of Ternary Lithium Ion Battery 期刊论文
IOP Conference Series: Materials Science and Engineering, 2019, 卷号: 486, 期号: 1
Authors:  Qi,Zhang;  Jian,Wu;  Zhanguo,Wang;  Yanru,Zhang;  Biqiang,Mu
Favorite  |  View/Download:6/0  |  Submit date:2019/10/28
Interleaved lattice-based maximin distance designs 期刊论文
BIOMETRIKA, 2019, 卷号: 106, 期号: 2, 页码: 453-464
Authors:  He, Xu
Favorite  |  View/Download:2/0  |  Submit date:2020/05/24
Densest packing  Gaussian process model  Separation distance  Space-filling design  
NUMERICAL APPROXIMATION OF ELLIPTIC PROBLEMS WITH LOG-NORMAL RANDOM COEFFICIENTS 期刊论文
INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 2019, 卷号: 9, 期号: 2, 页码: 161-186
Authors:  Wan, Xiaoliang;  Yu, Haijun
Favorite  |  View/Download:6/0  |  Submit date:2020/01/10
Wiener chaos expansion  Wick product  stochastic elliptic PDE  uncertainty quantification  log-normal random coefficient  
Analysis of censored data under heteroscedastic transformation regression models with unknown transformation function 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2018, 卷号: 46, 期号: 2, 页码: 233-245
Authors:  Wang, Qihua;  Wang, Xuan
Favorite  |  View/Download:11/0  |  Submit date:2018/07/30
Censored data  heteroscedasticity  transformation regression model  
UNCERTAINTY QUANTIFICATION WITH alpha-STABLE-PROCESS MODELS 期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 2, 页码: 553-576
Authors:  Tuo, Rui
Favorite  |  View/Download:7/0  |  Submit date:2019/01/11
Computer experiments  kriging  Levy processes  stable distributions  
Best Linear Unbiased Prediction for Multifidelity Computer Experiments 期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 页码: 7
Authors:  Mu, Weiyan;  Wei, Qiuyue;  Cui, Dongli;  Xiong, Shifeng
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On the Instability Issue of Gradient-Enhanced Gaussian Process Emulators for Computer Experiments 期刊论文
SIAM-ASA JOURNAL ON UNCERTAINTY QUANTIFICATION, 2018, 卷号: 6, 期号: 2, 页码: 627
Authors:  He, Xu;  Chien, Peter
Favorite  |  View/Download:4/0  |  Submit date:2019/12/31
Interleaved lattice-based minimax distance designs 期刊论文
BIOMETRIKA, 2017, 卷号: 104, 期号: 3, 页码: 713-725
Authors:  He, Xu
Favorite  |  View/Download:8/0  |  Submit date:2018/07/30
Fill distance  Gaussian process  Resource allocation  Sensor allocation  Sphere packing  Thickness  Voronoi cell