Then we have to take into account the de-hydration of concrete, there is a function "f" which is given here, this is experimental, and also we have the evolution of the porosity of concrete as a function of temperature and we see several experimental values for silicate concrete, basal concrete, etc., again is the temperature, they are pretty linear so the law is given by this expression here.