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	Modeling the long-term transport and fate of oil spilled from the 2021 A Symphony tanker collision in the Yellow Sea, China: Reliability of the stochastic simulation 期刊论文 OCEAN MODELLING, 2023, 卷号: 186, 页码: 14 作者: Cao, Ruichen; Rong, Zengrui; Chen, Haibo; Liu, Yi; Mu, Lin 收藏 \| 浏览/下载：18/0 \| 提交时间：2024/04/07 A Symphony oil spill Pollution probability Stochastic simulation Uncertainty analysis
	Neural-network solutions to stochastic reaction networks 期刊论文 NATURE MACHINE INTELLIGENCE, 2023, 卷号: 5, 期号: 4, 页码: 376-385 作者: Tang, Ying; Weng, Jiayu; Zhang, Pan 收藏 \| 浏览/下载：0/0 \| 提交时间：2023/12/07 GENE-EXPRESSION
	A novel short-term load forecasting method based on mini-batch stochastic gradient descent regression model 期刊论文 Electric Power Systems Research, 2022, 卷号: 211 作者: Lizhen, Wu; Yifan, Zhao; Gang, Wang; Xiaohong, Hao 收藏 \| 浏览/下载：20/0 \| 提交时间：2022/07/20 Batch data processing Big data Electric power plant loads Forecasting Gradient methods K-means clustering Regression analysis Stochastic models Big data analyze Distributed parallel computing Load forecasting Map-reduce Map-reduce framework Mini-batch stochastic gradient descent Regression modelling Short term load forecasting Stochastic gradient descent Stochastic gradient descent algorithm
	Two-Stage Co-Optimization for Utility-Social Systems With Social-Aware P2P Trading 期刊论文 IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 13 作者: Zhao, Pengfei; Li, Shuangqi; Hu, Paul Jen-Hwa; Cao, Zhidong; Gu, Chenghong 收藏 \| 浏览/下载：16/0 \| 提交时间：2022/11/14 Water heating Optimization Costs Cogeneration Water resources Resistance heating Peer-to-peer computing Distributionally robust optimization (DRO) peer-to-peer (P2P) trading smart city social-aware management water-energy-social nexus
	A fast Euler-Maruyama method for fractional stochastic differential equations 期刊论文 JOURNAL OF APPLIED MATHEMATICS AND COMPUTING, 2022, 页码: 19 作者: Zhang, Jingna; Tang, Yifa; Huang, Jianfei 收藏 \| 浏览/下载：1/0 \| 提交时间：2023/02/07 Fractional stochastic differential equations Euler-Maruyama method Sum-of-exponentials approximation Strong convergence Computational efficiency
	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：1/0 \| 提交时间：2023/02/07 stochastic homogenization multimodes Monte Carlo method finite element method convergence and error estimates random composite materials
	Layer-Splitting Methods for Time-Dependent Schrodinger Equations of Incommensurate Systems 期刊论文 COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2021, 卷号: 30, 期号: 5, 页码: 1474-1498 作者: Wang, Ting; Chen, Huajie; Zhou, Aihui; Zhou, Yuzhi 收藏 \| 浏览/下载：12/0 \| 提交时间：2022/04/02 Incommensurate system time-dependent Schrodinger equation time stepping scheme
	Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms 期刊论文 IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 1702-1712 作者: Cheng, Daning; Li, Shigang; Zhang, Hanping; Xia, Fen; Zhang, Yunquan 收藏 \| 浏览/下载：24/0 \| 提交时间：2021/12/01 Training Scalability Machine learning Machine learning algorithms Stochastic processes Task analysis Upper bound Parallel training algorithms training dataset scalability stochastic optimization methods
	Reducing Simulation Input-Model Risk via Input Model Averaging 期刊论文 INFORMS JOURNAL ON COMPUTING, 2021, 卷号: 33, 期号: 2, 页码: 672-684 作者: Nelson, Barry L.; Wan, Alan T. K.; Zou, Guohua; Zhang, Xinyu; Jiang, Xi 收藏 \| 浏览/下载：14/0 \| 提交时间：2021/10/26 input modeling stochastic simulation input uncertainty
	Stochastic Variance Reduced Gradient Methods Using a Trust-Region-Like Scheme 期刊论文 JOURNAL OF SCIENTIFIC COMPUTING, 2021, 卷号: 87, 期号: 1, 页码: 24 作者: Yu, Tengteng; Liu, Xin-Wei; Dai, Yu-Hong; Sun, Jie 收藏 \| 浏览/下载：13/0 \| 提交时间：2021/04/26 Stochastic variance reduced gradient Trust region Barzilai-Borwein stepsizes Mini-batches Empirical risk minimization 90C06 90C30 90C90 90C25

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