2022
DOI: 10.1007/s00707-022-03206-6
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Integrating hydrodynamic and acoustic cell separation in a hybrid microfluidic device: a numerical analysis

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Cited by 12 publications
(3 citation statements)
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“…Repeated experiments are often required to assess the performance of acoustofluidic separation, which is time-consuming and inconvenient. Some numerical simulation models can partially solve this problem 109 , 110 ; however, discrepancies between simulations and experiments still exist. Recently, Talebjedi et al integrated an artificial neural network (ANN) prediction platform and the multiobjective optimization approach to optimize the performance of acoustic separation 111 , showing the great potential of machine learning methods to aid in experimental design.…”
Section: Conclusion and Perspectivementioning
confidence: 99%
“…Repeated experiments are often required to assess the performance of acoustofluidic separation, which is time-consuming and inconvenient. Some numerical simulation models can partially solve this problem 109 , 110 ; however, discrepancies between simulations and experiments still exist. Recently, Talebjedi et al integrated an artificial neural network (ANN) prediction platform and the multiobjective optimization approach to optimize the performance of acoustic separation 111 , showing the great potential of machine learning methods to aid in experimental design.…”
Section: Conclusion and Perspectivementioning
confidence: 99%
“…To fully grasp the potential of taSSAW microfluidic devices, further analysis of particle deflection and development in the reliability of the available devices is mandatory, which can be achieved by a numerical and analytical study [ [31] , [32] , [33] ]. Numerical methods have been demonstrated for the reliable design of bioparticle separation microfluidic devices [ [34] , [35] , [36] , [37] , [38] ]. Wang.…”
Section: Introductionmentioning
confidence: 99%
“…The proficiency of such channels is based on the channel contraction ratio, ℎ. Bifurcation of flow (Chedron et al 1978) arises in electronic cooling equipment, blending vessels, etc. (Shamloo et al 2016;Shamloo and Parast 2019;Boodaghi and Shamloo 2020;Verlinden et al 2020;Ashkezari et al 2022), and it occurs in the case of blood flow in mitral valve because of the irregular spillage of blood, (Fig. 2).…”
Section: Introductionmentioning
confidence: 99%