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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  
A novel 1D-2D coupled model for hydrodynamic simulation of flows in drainage networks 期刊论文
, 2020, 卷号: 137
作者:  Li Q.;  Liang Q.;  Xia X.
收藏  |  浏览/下载：19/0  |  提交时间：2020/07/28
Equations of motion  Floods  Risk assessment  1D-2D coupled modeling  Drainage networks  Hydrodynamic simulation  Momentum conservations  Shallow water equation (SWEs)  Shallow water equations  Transient flow  Urban flood modelling  Drainage  computer simulation  drainage network  flooding  hydrodynamics  numerical model  prediction  shallow water  transient flow  
Updating urban design floods for changes in central tendency and variability using regression 期刊论文
, 2020, 卷号: 136
作者:  Hecht J.S.;  Vogel R.M.
收藏  |  浏览/下载：25/0  |  提交时间：2020/07/28
Flood control  Intelligent systems  Mean square error  Monte Carlo methods  Regression analysis  Flood frequency analysis  Heteroscedasticity  Non-stationarities  Regression  Urbanization  Variability  Floods  flood frequency  infrastructure planning  least squares method  Monte Carlo analysis  peak flow  regression analysis  trend analysis  urban design  urbanization  
On integral and differential porosity models for urban flooding simulation 期刊论文
, 2020, 卷号: 136
作者:  Varra G.;  Pepe V.;  Cimorelli L.;  Della Morte R.;  Cozzolino L.
收藏  |  浏览/下载：23/0  |  提交时间：2020/07/28
Differential equations  Energy dissipation  Equations of motion  Floods  Integral equations  Partial differential equations  Wave propagation  Finite volume schemes  Flood wave propagation  Integral formulations  Numerical experiments  Representative elementary volume  Shallow water equations  Shallow water model  Urban flooding  Porosity  accuracy assessment  computer simulation  finite volume method  flooding  flow modeling  numerical model  porosity  shallow-water equation  supercritical flow  urban area  wave propagation  wave reflection