On the structure of generalized Poisson-Boltzmann equations

In this work, we analyse a broad class of generalized Poisson-Boltzmann equations and reveal a common mathematical structure. In the limit of a wide electrode, we show that a broad class of generalized Poisson-Boltzmann equations admits a reduction that affords an explicit connection between the functional form of the corresponding free energy and the associated differential capacitance data. We exploit the relation to we show that differential capacitance curves generically undergo an inflection transition with increasing salt concentration, shifting from a local minimum near the point of zero charge for dilute solutions to a local maximum point near the point of zero charge for concentrated solutions. In addition, we develop a robust numerical method for solving generalized Poisson-Boltzmann equations which is easily applicable to the broad class of generalized Poisson-Boltzmann equations with very few code adjustments required for each model.