“…Alongside the electronic structure, the analysis of spin states is another widely explored research field in the use of ab initio simulations, as shown by Li et al [5] in their study of redox magnetism and electrochromism of a cyclometalated triruthenium complex with triarylamine by means of Monte Carlo and DFT calculations, where they found specific spin and adsorption states that suggest the use of this complex as an electrochromic material for electric field detection. First-principles simulations are also used in combination with experiments to unravel the atomistic origin of specific processes, as in the paper by Zhang et al [6]. The authors performed tribological tests and first-principles calculation of ZrB 2 /Mo multilayers to understand the relation between the hardness of this material and its coefficient of friction, finding that the compound stability is the crucial factor to determine its mechanical properties.…”