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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：61/0  |  提交时间：2023/02/07
Physics -informed neural networks  Fractional Laplacian  Nonlocal operators  Uncertainty quantification  
A Scalable Frequentist Model Averaging Method 期刊论文
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2022, 页码: 10
作者:  Zhu, Rong;  Wang, Haiying;  Zhang, Xinyu;  Liang, Hua
收藏  |  浏览/下载：102/0  |  提交时间：2023/02/07
Asymptotic optimality  High-dimensional data  Jackknife criterion  Mallows criterion  Singular value decomposition  
Ensemble wavelet-learning approach for predicting the effective mechanical properties of concrete composite materials 期刊论文
COMPUTATIONAL MECHANICS, 2022, 页码: 31
作者:  Linghu, Jiale;  Dong, Hao;  Cui, Junzhi
收藏  |  浏览/下载：100/0  |  提交时间：2022/06/21
Concrete composite materials  Weibull distribution  Equivalent mechanical parameters  Artificial neural networks  Wavelet transform  
The effect of mission duration on LISA science objectives 期刊论文
GENERAL RELATIVITY AND GRAVITATION, 2022, 卷号: 54, 期号: 1, 页码: 47
作者:  Seoane, Pau Amaro;  Sedda, Manuel Arca;  Babak, Stanislav;  Berry, Christopher P. L.;  Berti, Emanuele;  Bertone, Gianfranco;  Blas, Diego;  Bogdanovic, Tamara;  Bonetti, Matteo;  Breivik, Katelyn;  Brito, Richard;  Caldwell, Robert;  Capelo, Pedro R.;  Caprini, Chiara;  Cardoso, Vitor;  Carson, Zack;  Chen, Hsin-Yu;  Chua, Alvin J. K.;  Dvorkin, Irina;  Haiman, Zoltan;  Heisenberg, Lavinia;  Isi, Maximiliano;  Karnesis, Nikolaos;  Kavanagh, Bradley J.;  Littenberg, Tyson B.;  Mangiagli, Alberto;  Marcoccia, Paolo;  Maselli, Andrea;  Nardini, Germano;  Pani, Paolo;  Peloso, Marco;  Pieroni, Mauro;  Ricciardone, Angelo;  Sesana, Alberto;  Tamanini, Nicola;  Toubiana, Alexandre;  Valiante, Rosa;  Vretinaris, Stamatis;  Weir, David J.;  Yagi, Kent;  Zimmerman, Aaron
收藏  |  浏览/下载：237/0  |  提交时间：2022/04/02
General relativity  Gravitational waves  Black holes