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| Deep reinforcement learning for the real time control of stormwater systems 期刊论文 , 2020, 卷号: 140 作者: Mullapudi A.; Lewis M.J.; Gruden C.L.; Kerkez B.
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:28/0  |  提交时间:2020/07/28 Controllers Deep neural networks Learning systems Real time control Reinforcement learning Storms Water levels Autonomous control Computational resources Control performance Open source implementation Performance enhancements Stormwater systems Uncontrolled systems Urban stormwater systems Deep learning algorithm machine learning real time stormwater |
| Three-dimensional scour simulations with a two-phase flow model 期刊论文 , 2020, 卷号: 138 作者: Nagel T.; Chauchat J.; Bonamy C.; Liu X.; Cheng Z.; Hsu T.-J.
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:19/0  |  提交时间:2020/07/28 Cylinders (shapes) Numerical models Piles Rivers Scour Sediment transport Sedimentation Shear flow Shear stress Transport properties Bottom shear stress Future research directions Open source platforms Sediment properties Sediment transport process Sediment transport rate Transport mechanism Two phase flow model Two phase flow flow modeling numerical model scour sediment transport shear stress two phase flow |
| Identifying groundwater contaminant sources based on a KELM surrogate model together with four heuristic optimization algorithms 期刊论文 , 2020, 卷号: 138 作者: Zhao Y.; Qu R.; Xing Z.; Lu W.
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:14/0  |  提交时间:2020/07/28 Contamination Efficiency Genetic algorithms Groundwater Groundwater pollution Heuristic algorithms Knowledge acquisition Learning algorithms Machine learning Modular robots Particle swarm optimization (PSO) Quantum computers Contaminant concentrations Contaminant sources Extreme learning machine Groundwater contaminants Heuristic optimization algorithms Heuristic search algorithms Source characteristics Traditional genetic algorithms Computational efficiency accuracy assessment genetic algorithm groundwater pollution identification method machine learning optimization reliability analysis surrogate method |
| A spatially resolved fluid-solid interaction model for dense granular packs/soft-sand 期刊论文 , 2020, 卷号: 136 作者: Gago P.A.; Raeini A.Q.; King P.
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:9/0  |  提交时间:2020/07/28 Fracture Porous materials Turbulent flow CFD-DEM CFDEM project Discrete elements method Fluid solid interaction Immersed boundary methods Open source projects Scaling parameter Spatially resolved Computational fluid dynamics computational fluid dynamics Darcy law discrete element method fluid flow granular medium permeability porosity sand |
| Two-phase flow of CO2-brine in a heterogeneous sandstone: Characterization of the rock and comparison of the lattice-Boltzmann, pore-network, and direct numerical simulation methods 期刊论文 , 2020, 卷号: 135 作者: Kohanpur A.H.; Rahromostaqim M.; Valocchi A.J.; Sahimi M.
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:29/0  |  提交时间:2020/07/28 Carbon dioxide Computational efficiency Direct numerical simulation Enhanced recovery Finite volume method Injection (oil wells) Internet protocols Morphology Numerical methods Numerical models Petroleum reservoir engineering Porous materials Sandstone Computational resources Enhanced oil recovery Flow charac-teristics Hydrocarbon reservoir Quantities of interests Relative permeability Sequestration process Three dimensional images Two phase flow brine carbon sequestration comparative study fluid injection lattice dynamics numerical method porosity sandstone source rock two phase flow |