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The framework is based on collision quantum optics, where a localized quantum system interacts sequentially with individual time-bin modes. This approach provides a physically intuitive model that allows researchers familiar with tools such as QuTiP in Python, Quantum Optics Toolbox for Matlab, or\nin Julia to efficiently set up and execute WQED simulations. Despite its conceptual simplicity, we demonstrate the framework&apos;s robust ability to handle complex WQED scenarios. 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