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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.
收藏  |  浏览/下载：27/0  |  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.
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.
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.
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.
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