Charge Regulation of Colloidal Particles: Theory and Simulations
Amin Bakhshandeh, Derek Frydel, Alexandre Diehl, Yan Levin

TL;DR
This paper develops a new theoretical model for charge regulation in colloidal particles, improving upon existing theories by accurately matching simulation results and accounting for surface chemistry effects.
Contribution
The authors introduce a novel charge regulation theory based on the sticky length concept, resolving limitations of the Ninham and Parsegian approach and aligning well with simulations.
Findings
New charge regulation theory matches simulations without adjustable parameters
The model accurately predicts colloidal charge as a function of pH and salt concentration
Deviations of previous theories are explained and corrected
Abstract
To explore charge regulation (CR) in physicochemical and biophysical systems, we present a model of colloidal particles with sticky adsorption sites which account for the formation of covalent bonds between the hydronium ions and the surface functional groups. Using this model and Monte Carlo simulations, we find that the standard Ninham and Parsegian (NP) theory of CR leads to results which deviate significantly from computer simulations. The problem of NP approach is traced back to the use of bulk equilibrium constant to account for surface chemical reactions. To resolve this difficulty we present a new theory of CR. The fundamental ingredient of the new approach is the sticky length, which is non-trivially related with the bulk equilibrium constant. The theory is found to be in excellent agreement with computer simulations, without any adjustable parameters. As an application of the…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
