Modeling mass transfer in stirred microbioreactors

•Systematic/mechanistic modeling approach for bioreactor characterization is presented.•Gas transfer contributions from free surface and individual bubbles are decomposed.•The sensitivity of mass transfer around bubbles to local fluid mechanics is analyzed.•The approach can aid in digital scale up/down for two-phase bioreactors.