We present an overview of computational analytical methodologies and protocols applied to materials analysis, and their surfaces and interfaces with the surrounding environments. As we discuss the current advances and limitations of in-silico measurements applied to materials science, we highlight their complementary achievements and their innovative predictions in view of their experimental counterparts. We focus on elemental, structural and chemical analyses of complex advanced materials, for either homogeneous or heterogeneous targets.