When moving from the single vial towards larger systems, thermal interaction among vials becomes a relevant mechanism of heat transfer. To understand how the freezing behavior is affected by such interaction, we have conducted a sensitivity analysis considering a system of 2x2x2 vials and various values of the thermal interaction coefficient k int while keeping k ext = 10 Wm -2 K -1 .