“…Graphene, a 2D semi-metal or zero bandgap semiconductor [10], can be cast as a high-contrast SA material in the NIR, owing to its mono-atomic thickness and the gap-less Dirac-cone dispersion. Various theoretical models have been proposed for its nonlinear behaviour, in perturbative [19], [20] and non-perturbative [12], [21], [22] regimes, using semiclassical and/or thermodynamic tools. These models lead to standard third-order nonlinear response (Kerr effect, self/crossphase modulation, four-wave mixing, parametric conversion) or to a more complicated response, when coupled to the photoexcited carrier plasma [23]- [25].…”