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Monte Carlo fPINNs: Deep learning method for forward and inverse problems involving high dimensional fractional partial differential equations 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2022, 卷号: 400, 页码: 17
作者:  Guo, Ling;  Wu, Hao;  Yu, Xiaochen;  Zhou, Tao
收藏  |  浏览/下载：51/0  |  提交时间：2023/02/07
Physics -informed neural networks  Fractional Laplacian  Nonlocal operators  Uncertainty quantification  
DRVN (deep random vortex network): A new physics-informed machine learning method for simulating and inferring incompressible fluid flows 期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 10, 页码: 21
作者:  Zhang, Rui;  Hu, Peiyan;  Meng, Qi;  Wang, Yue;  Zhu, Rongchan;  Chen, Bingguang;  Ma, Zhi-Ming;  Liu, Tie-Yan
收藏  |  浏览/下载：61/0  |  提交时间：2023/02/07
Frequency response-based decoupling tuning for feedforward compensation ADRC of distributed parameter systems 期刊论文
CONTROL ENGINEERING PRACTICE, 2022, 卷号: 126, 页码: 11
作者:  Liu, Shaojie;  Zhang, Yu-Long;  Xue, Wenchao;  Shi, Gengjin;  Zhu, Min;  Li, Donghai
收藏  |  浏览/下载：84/0  |  提交时间：2023/02/07
Distributed parameter systems  Two-degree-of-freedom control  Active disturbance rejection control  Frequency response-based tuning  Feedforward compensation  Nyquist criterion  Monte Carlo method  Control of water channel  Control of magnetic levitation  
Confidence intervals for zero-inflated gamma distribution 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022, 页码: 18
作者:  Wang, Xiao;  Li, Min;  Sun, Weina;  Gao, Zheng;  Li, Xinmin
收藏  |  浏览/下载：62/0  |  提交时间：2023/02/07
Confidence interval  Fiducial inference  Method of variance of estimates recovery (MOVER)  Parametric bootstrap  Zero-inflated gamma distribution  
A spectral method for stochastic fractional PDEs using dynamically-orthogonal/bi-orthogonal decomposition 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 461, 页码: 17
作者:  Zhao, Yue;  Mao, Zhiping;  Guo, Ling;  Tang, Yifa;  Karniadakis, George Em
收藏  |  浏览/下载：59/0  |  提交时间：2023/02/07
Uncertainty quantification  Anomalous transport  Quasi Monte Carlo simulation  Generalized polynomial chaos  Long-time integration  Poly-fractonomials  
Fiducial inference on gamma distributions: two-sample problems with multiple detection limits 期刊论文
ENVIRONMENTAL AND ECOLOGICAL STATISTICS, 2022, 页码: 23
作者:  Wang, Xiao;  Li, Xinmin;  Zhang, Ling;  Liu, Zhirun;  Li, Min
收藏  |  浏览/下载：119/0  |  提交时间：2022/04/02
Confidence intervals  Detection limits  Fiducial approach  Maximum likelihood estimates  Tolerance limits  
Modeling Dense Star Clusters in the Milky Way and beyond with the Cluster Monte Carlo Code 期刊论文
ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2022, 卷号: 258, 期号: 2, 页码: 21
作者:  Rodriguez, Carl L.;  Weatherford, Newlin C.;  Coughlin, Scott C.;  Amaro-Seoane, Pau;  Breivik, Katelyn;  Chatterjee, Sourav;  Fragione, Giacomo;  Kiroglu, Fulya;  Kremer, Kyle;  Rui, Nicholas Z.;  Ye, Claire S.;  Zevin, Michael;  Rasio, Frederic A.
收藏  |  浏览/下载：119/0  |  提交时间：2022/04/02
AN EFFICIENT MULTIMODES MONTE CARLO HOMOGENIZATION METHOD FOR RANDOM MATERIALS 期刊论文
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2022, 卷号: 44, 期号: 3, 页码: A1752-A1774
作者:  Yang, Zihao;  Huang, Jizu;  Feng, Xiaobing;  Guan, Xiaofei
收藏  |  浏览/下载：49/0  |  提交时间：2023/02/07
stochastic homogenization  multimodes Monte Carlo method  finite element method  convergence and error estimates  random composite materials  
Direct local linear estimation for Sharpe ratio function 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2021, 页码: 23
作者:  Lin, Hongmei;  Tong, Tiejun;  Wang, Yuedong;  Xu, Wenchao;  Zhang, Riquan
收藏  |  浏览/下载：118/0  |  提交时间：2022/04/02
Heteroscedasticity  local likelihood estimation  local linear regression  nonparametric regression  Sharpe ratio function  
Robust model selection with covariables missing at random 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2021, 页码: 19
作者:  Liang, Zhongqi;  Wang, Qihua;  Wei, Yuting
收藏  |  浏览/下载：131/0  |  提交时间：2022/04/02
Model selection  Inverse probability weight  Model misspecification  Missing at random  Kullback-Leibler divergence  Robust