To perform the calculations here reported one or more of the following codes are needed. We refer the interested reader to the codes website for licence of use, installation instruction, and requirements. I-Pi: https://github.com/i-pi/i-pi LAMMPS: https://lammps.sandia.gov DFTB+: https://dftbplus.org N2P2: https://github.com/CompPhysVienna/n2p2 CP2K: https://www.cp2k.org