Ab initio methods are computational techniques grounded in quantum mechanics that predict the properties and behavior of materials from first principles, without empirical parameters. These methods are essential for studying and designing nanoscale materials and devices. The term "ab initio" translates to "from the beginning," reflecting the approach of calculating properties based purely on fundamental physical laws.