Open quantum systems exhibit complex behavior due to their continuous interaction with the surrounding environment, leading to decoherence, energy exchange, and non‑Markovian dynamics. Traditional nonlinear Schrödinger models often treat environmental effects through simple dissipation or additive noise, without incorporating a dynamic memory mechanism capable of reproducing realistic damping in nuclear collective modes.