If we are using a very coarse value of time step, it will not recover a very good numerical solution for problem in hand. One parameter that I can think about is the heat diffusion coefficient ''LAMBDA''. If LAMBDA is high it mean the heat will dissipate very quickly from one part to the other and we need a small value of time step to capture the result. If our selected valued of time step is very coarse it will not be able to capture the solution correctly. Also I can think off the boundary conditions that will affect the transfer of heat. Are there other parameter need to be considered and is there any relation from which we can select the minimum value of time step for an FEM solution with specified mesh density.