“…Hence, analyzing internal droplet-flow patterns is necessary. Using microfluidic and numerical simulation, droplet generation and flow stages in microchannels have been investigated in detail. − Currently, micro-particle image velocimetry (micro-PIV) is the primary experimental approach for studying the internal flow of droplets; − numerical methods include the lattice Boltzmann method, , immersed boundary, and computational fluid dynamics (CFD) method. , Most study systems involve mixing, extraction, and reaction . Investigating contaminant behavior at microinterfaces is critical in environmental science and technology.…”