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Updated: Jun 11, 2026

Finite Element Modelling of a Cellular Electric Microenvironment
Published on: May 18, 2021
Efficient evaluation of the Coulomb force in the Gaussian and finite-element Coulomb method
Yuki Kurashige1, Takahito Nakajima, Takeshi Sato
1Department of Applied Chemistry, School of Engineering, The University of Tokyo, Tokyo 113-8656, Japan. kura@ims.ac.jp
Abstract:
We propose an efficient method for evaluating the Coulomb force in the Gaussian and finite-element Coulomb (GFC) method, which is a linear-scaling approach for evaluating the Coulomb matrix and energy in large molecular systems. The efficient evaluation of the analytical gradient in the GFC is not straightforward as well as the evaluation of the energy because the SCF procedure with the Coulomb matrix does not give a variational solution for the Coulomb energy. Thus, an efficient approximate method is alternatively proposed, in which the Coulomb potential is expanded in the Gaussian and finite-element auxiliary functions as done in the GFC. To minimize the error in the gradient not just in the energy, the derived functions of the original auxiliary functions of the GFC are used additionally for the evaluation of the Coulomb gradient. In fact, the use of the derived functions significantly improves the accuracy of this approach. Although these additional auxiliary functions enlarge the size of the discretized Poisson equation and thereby increase the computational cost, it maintains the near linear scaling as the GFC and does not affects the overall efficiency of the GFC approach.
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