@article{1433158,
      recid = {1433158},
      author = {Afzal, Arshad, and Kim, Kwang-Yong,},
      title = {Analysis and design optimization of micromixers /},
      pages = {1 online resource (x, 65 pages) :},
      abstract = {This book illustrates the computational framework based on  knowledge of flow and mass transfer together with  optimization techniques to solve problems relevant to  micromixing technology. The authors provide a detailed  analysis of the different numerical techniques applied to  the design of micromixers. Flow and mixing analysis is  based on both the Eulerian and Lagrangian approaches;  relative advantages and disadvantages of the two methods  and suitability to different types of mixing problems are  analysed. The book also discusses the various facets of  numerical schemes subjected to discretization errors and  computational grid requirements. Since a large number of  studies are based on commercial computational fluid  dynamics (CFD) packages, relevant details of these packages  to the mixing problem using them are presented. Numerical  optimization techniques coupled with CFD analysis of flow  and mixing have proved to be an important tool for  micromixers design, and therefore, are an important part of  the book. These techniques are presented briefly, and focus  is on surrogate modeling and optimization applied to design  of micromixers.},
      url = {http://library.usi.edu/record/1433158},
      doi = {https://doi.org/10.1007/978-981-33-4291-0},
}