“…The ab initio NAMD simulations are performed using the decoherence-induced surface hopping (DISH) technique implemented within TDDFT in the Kohn–Sham (KS) framework. , Within the mixed quantum-classical dynamics approach, the lighter and faster electrons are treated quantum mechanically, and the heavier and slower nuclei are modeled semiclassically. , The destruction of superpositions formed between pairs of electronic states via NA coupling is regarded as decoherence. , The decoherence time is evaluated as the pure-dephasing time using the optical response theory. − Quantum transitions appear in the DISH algorithm as a result of the decoherence process and occur at decoherence effects, which provide the physical basis for hops . The method has been applied to study photoexcitation dynamics in a broad range of materials, including black phosphorus, , transition-metal dichalcogenides, − two-dimensional (2D) Ruddlesden–Popper and Dion–Jacobson perovskites, , lead halide perovskites containing dopants, , defects, ,,, isotopes, grain boundaries, and edge states, − interacting with water or oxygen molecules, ,, responding to strain and thermal effects, ,, etc. − …”