In this talk, I will speak about some fundamental concepts of fractional calculus with examples and applications in heat transfer and fluid dynamics for different geometrical surfaces. Furthermore, I will discuss two different approaches of fractional modelling with artificial replacement and generalized constitutive laws respectively. At last, I will draw the conclusion that which approach depicts accurate memory of the problem.