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- W4385691251 endingPage "110723" @default.
- W4385691251 startingPage "110723" @default.
- W4385691251 abstract "This review outlines historical and recent research progress on the accuracy of computational fluid dynamics (CFD) simulations of urban aerodynamics and microclimates and clarifies future research directions and significant challenges for accuracy and reliability using CFD in this field. First, the development and accepted concepts of verification and validation (V&V) and uncertainty quantification (UQ) in general computer simulations and CFD are reviewed. Subsequently, progress made in V&V and UQ for urban aerodynamics and microclimate CFD simulations is described. The required or acceptable accuracy in this field has been discussed in several studies; however, challenges specific to applying CFD in this area should be recognized considering that the target phenomenon in urban aerodynamics and microclimates is complex. In addition, constructing a conceptual model is challenging and has many uncertainties. Furthermore, this field is characterized by significant spatial distributions of physical quantities, such as wind speed, temperature, and other scalar variables; thus, specific validation metrics and multilateral methods, including a conventional profile comparison, should be used. Therefore, the V&V and UQ processes should be implemented thoroughly, considering the characteristics of urban aerodynamics and microclimates. Discussions presented in this paper are of utmost importance and very timely in terms of simulation quality controls, especially during this new era of machine learning and artificial intelligence-based models that started being applied to urban aerodynamics and microclimate predictions." @default.
- W4385691251 created "2023-08-10" @default.
- W4385691251 creator A5009128448 @default.
- W4385691251 creator A5009922834 @default.
- W4385691251 creator A5076043035 @default.
- W4385691251 creator A5078434216 @default.
- W4385691251 date "2023-09-01" @default.
- W4385691251 modified "2023-10-06" @default.
- W4385691251 title "Accuracy of CFD simulations in urban aerodynamics and microclimate: Progress and challenges" @default.
- W4385691251 cites W1596822568 @default.
- W4385691251 cites W1638942254 @default.
- W4385691251 cites W1652554383 @default.
- W4385691251 cites W1956091511 @default.
- W4385691251 cites W1963615868 @default.
- W4385691251 cites W1966678757 @default.
- W4385691251 cites W1969109680 @default.
- W4385691251 cites W1971941463 @default.
- W4385691251 cites W1975030888 @default.
- W4385691251 cites W1977393487 @default.
- W4385691251 cites W1983441029 @default.
- W4385691251 cites W1987842733 @default.
- W4385691251 cites W1990010868 @default.
- W4385691251 cites W1996430385 @default.
- W4385691251 cites W1996579136 @default.
- W4385691251 cites W1997424140 @default.
- W4385691251 cites W2003562930 @default.
- W4385691251 cites W2003935561 @default.
- W4385691251 cites W2004716112 @default.
- W4385691251 cites W2004768146 @default.
- W4385691251 cites W2006624678 @default.
- W4385691251 cites W2013478936 @default.
- W4385691251 cites W2016638303 @default.
- W4385691251 cites W2028481200 @default.
- W4385691251 cites W2029542805 @default.
- W4385691251 cites W2032347571 @default.
- W4385691251 cites W2032632707 @default.
- W4385691251 cites W2034928651 @default.
- W4385691251 cites W2035729825 @default.
- W4385691251 cites W2037113473 @default.
- W4385691251 cites W2051494214 @default.
- W4385691251 cites W2060843763 @default.
- W4385691251 cites W2063257183 @default.
- W4385691251 cites W2064594683 @default.
- W4385691251 cites W2066024966 @default.
- W4385691251 cites W2068109311 @default.
- W4385691251 cites W2070567207 @default.
- W4385691251 cites W2075365808 @default.
- W4385691251 cites W2078375598 @default.
- W4385691251 cites W2082154841 @default.
- W4385691251 cites W2082651812 @default.
- W4385691251 cites W2082722475 @default.
- W4385691251 cites W2083840514 @default.
- W4385691251 cites W2084059271 @default.
- W4385691251 cites W2084432811 @default.
- W4385691251 cites W2091230023 @default.
- W4385691251 cites W2092590443 @default.
- W4385691251 cites W2094518506 @default.
- W4385691251 cites W2096045991 @default.
- W4385691251 cites W2098233760 @default.
- W4385691251 cites W2099106100 @default.
- W4385691251 cites W2127951107 @default.
- W4385691251 cites W2128928687 @default.
- W4385691251 cites W2135014481 @default.
- W4385691251 cites W2159343683 @default.
- W4385691251 cites W2159625232 @default.
- W4385691251 cites W2169878753 @default.
- W4385691251 cites W2170219307 @default.
- W4385691251 cites W2179388876 @default.
- W4385691251 cites W2258861694 @default.
- W4385691251 cites W2292655174 @default.
- W4385691251 cites W2293353858 @default.
- W4385691251 cites W2345855226 @default.
- W4385691251 cites W2591971680 @default.
- W4385691251 cites W2604725340 @default.
- W4385691251 cites W2611834954 @default.
- W4385691251 cites W2794341875 @default.
- W4385691251 cites W2883115980 @default.
- W4385691251 cites W2884257717 @default.
- W4385691251 cites W2898398883 @default.
- W4385691251 cites W2937842007 @default.
- W4385691251 cites W2948567396 @default.
- W4385691251 cites W2954869889 @default.
- W4385691251 cites W2962813311 @default.
- W4385691251 cites W2964992583 @default.
- W4385691251 cites W2970809888 @default.
- W4385691251 cites W2980396542 @default.
- W4385691251 cites W2998506045 @default.
- W4385691251 cites W3016394475 @default.
- W4385691251 cites W3135684967 @default.
- W4385691251 cites W3139271035 @default.
- W4385691251 cites W3154548009 @default.
- W4385691251 cites W3172871144 @default.
- W4385691251 cites W3187211979 @default.
- W4385691251 cites W3188968720 @default.
- W4385691251 cites W3202250269 @default.
- W4385691251 cites W3209191596 @default.
- W4385691251 cites W4214766670 @default.
- W4385691251 cites W4234444884 @default.