How to design the hardness of silicone tube to withstand 60Kpa negative pressure?

M. R. Aporva Raj, unfortunately I cannot assist with the relationships/formulae but I would question your design and it's relative function. With any luck someone with more experience in the matter will chime in and be better able to assist you. Good luck and here's a free bump to the top of the list ...