  A new framework for $A(d,p)B$ reactions is introduced by merging the
microscopic approach to computing the properties of the nucleon-target systems
and the three-body $n+p+A$ reaction formalism, thus providing a consistent link
between the reaction cross sections and the underlying microscopic structure.
In this first step toward a full microscopic description, we focus on the
inclusion of the neutron-target microscopic properties. The properties of the
neutron-target subsystem are encapsulated in the Green's function which is
computed with the Coupled Cluster theory using a chiral nucleon-nucleon and
three-nucleon interactions. Subsequently, this many-body information is
introduced in the few-body Green's Function Transfer approach to $(d,p)$
reactions. Our benchmarks on stable targets $^{40,48}$Ca show an excellent
agreement with the data. We then proceed to make specific predictions for
$(d,p)$ on neutron rich $^{52,54}$Ca isotopes. These predictions are directly
relevant to testing the new magic numbers $N=32,34$ and are expected to be
feasible in the first campaign of the projected FRIB facility.
