International audience; While Diffusion Monte Carlo (DMC) has the potential to be an exact stochastic method for ab initio electronic structure calculations, in practice the fixed-node approximation and trial wavefunctions with approximate nodes (or zeros) must be used. This approximation introduces a variational error in the energy that potentially can be tested and systematically improved. Here, we present a computational method that produces trial wavefunctions with systematically improvable nodes for DMC calculations of periodic solids. These trial wave-functions are efficiently generated with the configuration interaction using a perturbative selection made iteratively (CIPSI) method, which iteratively selects the most relevant Slater determinants from the full configuration interaction (FCI) space. By introducing a simple protocol combining both exact and approximate finite-supercell results and a controlled extrapolation procedure to reach the thermodynamic limit, we show accurate DMC energies can be obtained using a manageable number of Slater determinants. This approach is illustrated by computing the cohesive energy of carbon diamond in the thermodynamic limit using Slater-Jastrow trial wavefunctions including up to one million Slater determinants.