If I want to sample rate constants of chemical reactions, what the distribution will be appropriate?
Since you have accepted my proposal of using a free-energy calculation, you can use that in a combination with classical Transition State Theory (think of it as an extension to the Arrhenius equation).

More practically, you can read-up, for example on


GROAMCS
NAMD


For more options, see this overview presentation.