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By default, we are still using Fickian diffusion where the driving force is gradients in concentration. You have to enable the various MSMR options to use that formulation. In MSMR you just solve for the potential, then you have a function that maps potential to stoichiometry(and therefore concentration).

In all cases, we use "particle concentration overpotential" to refer to the difference in the open-circuit potential evaluated using the bulk and surface concentrations respectively, i.e. U_surf = U_bulk + eta_conc. At equilibrium, the concentration gradients have relaxed so eta_conc=0 and U_surf = U_bulk. In older versions of PyBaMM, we didn't explicitly include this as an overpotential…

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Answer selected by dion-w
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