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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：49/0  |  提交时间：2023/02/07
Physics -informed neural networks  Fractional Laplacian  Nonlocal operators  Uncertainty quantification  
Dynamic semiparametric transformation models for recurrent event data with a terminal event 期刊论文
STATISTICS IN MEDICINE, 2022, 页码: 16
作者:  Jin, Jin;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：66/0  |  提交时间：2023/02/07
dynamic regression  marginal modeling  recurrent events  terminal event  time-varying coefficients  transformation models  
Linear system design with application in wireless sensor networks 期刊论文
JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, 2022, 卷号: 27, 页码: 14
作者:  Gao, Kaiye;  Peng, Rui;  Qu, Li;  Xing, Liudong;  Wang, Shouyang;  Wu, Di
收藏  |  浏览/下载：68/0  |  提交时间：2023/02/07
Reliability  Cost  Signal coverage  Linear multi-state consecutively connected system  Universal generating function  Wireless sensor network  
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：91/0  |  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：199/0  |  提交时间：2022/04/02
General relativity  Gravitational waves  Black holes  
Stein variational gradient descent with local approximations 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 卷号: 386, 页码: 20
作者:  Yan, Liang;  Zhou, Tao
收藏  |  浏览/下载：102/0  |  提交时间：2022/04/02
Stein variational gradient decent  Bayesian inference  Deep learning  Local approximation  
Optimization of multi-criteria facility-based systems via vector potential approach 期刊论文
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2021, 卷号: 358, 期号: 9, 页码: 4972-4993
作者:  Hao, Yaqi;  Cheng, Daizhan
收藏  |  浏览/下载：109/0  |  提交时间：2021/10/26
Sample average approximation of CVaR-based hedging problem with a deep-learning solution 期刊论文
NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2021, 卷号: 56, 页码: 14
作者:  Peng, Cheng;  Li, Shuang;  Zhao, Yanlong;  Bao, Ying
收藏  |  浏览/下载：132/0  |  提交时间：2021/04/26
Conditional Value-at-Risk  Hedging strategies  Deep learning  Theoretical guarantee  Sample average approximation  Uniform convergence  
Active Disturbance Rejection Control for a Fluid-Driven Hand Rehabilitation Device 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2021, 卷号: 26, 期号: 2, 页码: 841-853
作者:  Li, Houcheng;  Cheng, Long;  Li, Zhengwei;  Xue, Wenchao
收藏  |  浏览/下载：129/0  |  提交时间：2021/10/26
Actuators  Exoskeletons  Performance evaluation  Training  IEEE transactions  Mechatronics  Active disturbance rejection control  extended state observer  extension motion  hand rehabilitation  parameter selection  transient  steady-state performance  
Prediction on nonlinear mechanical performance of random particulate composites by a statistical second-order reduced multiscale approach 期刊论文
ACTA MECHANICA SINICA, 2021, 页码: 19
作者:  Yang, Zhiqiang;  Sun, Yi;  Liu, Yizhi;  Cui, Junzhi
收藏  |  浏览/下载：122/0  |  提交时间：2021/04/26
SSRM algorithms  Reduced order homogenization  Homogenization  Random composites