“…Over the past few decades, microfluidics (MFs) has emerged as a powerful platform for fundamental and applied research in cell biology, soft robotics, medicine, drug screening, materials science, and analytical chemistry ( Whitesides, 2006 ; Tian and Finehout, 2009 ; Young et al, 2012 ; Pak et al, 2015 ; Rajendra et al, 2015 ; Moore et al, 2017 ; Humayun et al, 2018 ; Khuu et al, 2019 ; Gevorkian et al, 2021 ). For all applications, the design of an MF device with optimized geometry is a vital first step of the engineering process, but the optimization process is usually conducted in a trial-and-error manner and is, therefore, time- and labour-intensive ( Chakraborty, 2010 ; Huang, 2013 ).…”