While proposing the foaming prediction hypothesis presented in Figure , foaming characteristics of 14 liquids from shake test experiments were already available to us (detailed in Table ). Out of 14 liquids, four were found to exhibit foaming. These 14 liquids were used to perform the fitting, in particular, determining characteristic length d and the liquid speed v for calculating Oh and Re numbers.