ArticleCommunications in computational physics2012
ADAPTIVE FINITE ELEMENT MODELING TECHNIQUES FOR THE POISSON-BOLTZMANN EQUATION.
Article in Communications in computational physics, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- AmberTorchPB: A Unified Framework for Poisson-Boltzmann-Based Reaction Field Energy Calculation via Tensor Computation.Journal of chemical theory and computation · 2026Article
- End-to-End Modeling of Reaction Field Energy Using Data-Driven Geometric Graph Neural Networks.Journal of chemical theory and computation · 2025Article
- Renormalized charge and dielectric effects in colloidal interactions: a numerical solution of the nonlinear Poisson-Boltzmann equation for unknown boundary conditions.The European physical journal. E, Soft matter · 2023Article
- On regularization of charge singularities in solving the Poisson-Boltzmann equation with a smooth solute-solvent boundary.Mathematical biosciences and engineering : MBE · 2021Article
- Enriched gradient recovery for interface solutions of the Poisson-Boltzmann equation.Journal of computational physics · 2020Article
- Electrostatics of charged dielectric spheres with application to biological systems. III. Rigorous ionic screening at the Debye-Hückel level.Physical review. E · 2020Article
- Extending electrostatics of dielectric spheres to arbitrary charge distributions with applications to biosystems.Physical review. E · 2017Article
- Calculating protein-ligand binding affinities with MMPBSA: Method and error analysis.Journal of computational chemistry · 2016Article
- Can dielectric spheres accurately model atomic-scale interactions?Europhysics letters · 2016Article
- Communication: modeling charge-sign asymmetric solvation free energies with nonlinear boundary conditions.The Journal of chemical physics · 2014Article
- Electrostatic correlations near charged planar surfaces.The Journal of chemical physics · 2014Article
- Variational Implicit Solvation with Poisson-Boltzmann Theory.Journal of chemical theory and computation · 2014Article
- Electrostatic forces in the Poisson-Boltzmann systems.The Journal of chemical physics · 2013Article
- Progress in developing Poisson-Boltzmann equation solvers.Molecular based mathematical biology · 2013Article
- Numerical Poisson-Boltzmann Model for Continuum Membrane Systems.Chemical physics letters · 2013Article
- Poisson-Nernst-Planck Equations for Simulating Biomolecular Diffusion-Reaction Processes I: Finite Element Solutions.Journal of computational physics · 2010Article
- A revised density function for molecular surface definition in continuum solvent models.Journal of chemical theory and computation · 2010Article
- Using Correlated Monte Carlo Sampling for Efficiently Solving the Linearized Poisson-Boltzmann Equation Over a Broad Range of Salt Concentration.Journal of chemical theory and computation · 2010Article
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5 authors.
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Abstract
We consider the design of an effective and reliable adaptive finite element method (AFEM) for the nonlinear Poisson-Boltzmann equation (PBE). We first examine the two-term regularization technique for the continuous problem recently proposed by Chen, Holst, and Xu based on the removal of the singular electrostatic potential inside biomolecules; this technique made possible the development of the first complete solution and approximation theory for the Poisson-Boltzmann equation, the first provably convergent discretization, and also allowed for the development of a provably convergent AFEM. However, in practical implementation, this two-term regularization exhibits numerical instability. Therefore, we examine a variation of this regularization technique which can be shown to be less susceptible to such instability. We establish a priori estimates and other basic results for the continuous regularized problem, as well as for Galerkin finite element approximations. We show that the new approach produces regularized continuous and discrete problems with the same mathematical advantages of the original regularization. We then design an AFEM scheme for the new regularized problem, and show that the resulting AFEM scheme is accurate and reliable, by proving a contraction result for the error. This result, which is one of the first results of this type for nonlinear elliptic problems, is based on using continuous and discrete a priori L(∞) estimates to establish quasi-orthogonality. To provide a high-quality geometric model as input to the AFEM algorithm, we also describe a class of feature-preserving adaptive mesh generation algorithms designed specifically for constructing meshes of biomolecular structures, based on the intrinsic local structure tensor of the molecular surface. All of the algorithms described in the article are implemented in the Finite Element Toolkit (FETK), developed and maintained at UCSD. The stability advantages of the new regularization scheme are demonstrated with FETK through comparisons with the original regularization approach for a model problem. The convergence and accuracy of the overall AFEM algorithm is also illustrated by numerical approximation of electrostatic solvation energy for an insulin protein.
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