Evidence map›Paper›PMID 41312174›Full record

ArticleJournal of computational physics2026

On generalizing the induced surface charge method to heterogeneous Poisson-Boltzmann models for electrostatic free energy calculation.

Idowu Ijaodoro, Yuanzhen Shao, Emil Alexov, Shan Zhao

Abstract read
In one paragraph

Article in Journal of computational physics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Idowu IjaodoroDepartment of Mathematics, University of Alabama, Tuscaloosa, AL 35487,USA.
Yuanzhen ShaoDepartment of Mathematics, University of Alabama, Tuscaloosa, AL 35487,USA.
Emil AlexovDepartment of Physics and Astronomy, Clemson University, Clemson, SC 29634, USA.
Shan ZhaoDepartment of Mathematics, University of Alabama, Tuscaloosa, AL 35487,USA.

Funding

New Generation DelPhi: large systems and beyond electrostaticsR01GM093937 · NIGMS · CLEMSON UNIVERSITY · PI ALEXOV, EMIL GEORGIEV · 2010 to 2023
$4.3M
DelPhi and associated resources: maintenance, development and applicationsR35GM151964 · NIGMS · CLEMSON UNIVERSITY · PI Emil Georgiev Alexov · 2024 to 2026
$1.1M
NIGMS NIH HHS R01 GM093937NIGMS NIH HHS R35 GM151964
6 · The paper itself

Abstract

The induced surface charges (ISC) method, which computes the induced charges on the molecular surface of macromolecules and uses them via Coulomb's law to calculate the polar solvation energy, was shown to be a robust and almost grid independent approach for electrostatic analysis based on the sharp-interface Poisson-Boltzmann (PB) model. Besides being physically intuitive, the ISC method avoids using the potential near the point charges, which is singular at each atom center. However, the ISC method cannot be physically generalized to heterogeneous dielectric PB models, due to the non-existence of a dielectric boundary. In this work, a novel far-field (FF) method is proposed to calculate the polar solvation free energy, which is derived through reformulating the energy functionals of nonlinear PB potential in solvent and vacuum states. Built upon a rigorous mathematical analysis, the FF method reconstructs the free energies by using far-field solutions outside the solute so that the self-energy terms generated by the singular charges are avoided, just as in the ISC method. Being valid for both sharp-interface and heterogeneous PB models, the performance of the proposed FF method has been validated by considering diffuse interface, Gaussian and super-Gaussian PB models for Kirkwood spheres and various protein systems. Comparison with grid-energy cancellation and regularization methods is also considered. The robustness of the FF method in treating a non-rigid biomolecule with different molecular structures in solvent and vacuum states has been explored, taking advantage of the fact that the far-field potential is insensitive to perturbations of singular charge locations.

Indexed as

Electrostatic analysis of biomoleculesFinite difference methodHeterogeneous dielectric modelsInduced charge methodNonlinear Poisson-Boltzmann equationRegularization

Identifiers

PMID41312174
PMCPMC12652454

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.