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%\preprint{AIP/123-QED} |
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\title{Real space alternatives to the Ewald |
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Sum. I. Taylor-shifted and Gradient-shifted electrostatics for multipoles} |
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Sum. I. Shifted electrostatics for multipoles} |
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\author{Madan Lamichhane} |
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\affiliation{Department of Physics, University |
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\begin{abstract} |
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We have extended the original damped-shifted force (DSF) |
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electrostatic kernel and have been able to derive two new |
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electrostatic kernel and have been able to derive three new |
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electrostatic potentials for higher-order multipoles that are based |
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on truncated Taylor expansions around the cutoff radius. For |
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multipole-multipole interactions, we find that each of the distinct |
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orientational contributions has a separate radial function to ensure |
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that the overall forces and torques vanish at the cutoff radius. In |
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this paper, we present energy, force, and torque expressions for the |
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new models, and compare these real-space interaction models to exact |
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results for ordered arrays of multipoles. |
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on truncated Taylor expansions around the cutoff radius. These |
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include a shifted potential (SP) that generalizes the Wolf method |
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for point multipoles, and Taylor-shifted force (TSF) and |
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gradient-shifted force (GSF) potentials that are both |
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generalizations of DSF electrostatics for multipoles. We find that |
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each of the distinct orientational contributions requires a separate |
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radial function to ensure that pairwise energies, forces and torques |
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all vanish at the cutoff radius. In this paper, we present energy, |
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force, and torque expressions for the new models, and compare these |
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real-space interaction models to exact results for ordered arrays of |
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multipoles. We find that the GSF and SP methods converge rapidly to |
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the correct lattice energies for ordered dipolar and quadrupolar |
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arrays, while the Taylor-Shifted Force (TSF) is too severe an |
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approximation to provide accurate convergence to lattice energies. |
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Because real-space methods can be made to scale linearly with system |
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size, SP and GSF are attractive options for large Monte |
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Carlo and molecular dynamics simulations, respectively. |
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\end{abstract} |
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|
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%\pacs{Valid PACS appear here}% PACS, the Physics and Astronomy |
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a different orientation can cause energy discontinuities. |
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|
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This paper outlines an extension of the original DSF electrostatic |
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kernel to point multipoles. We describe two distinct real-space |
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interaction models for higher-order multipoles based on two truncated |
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kernel to point multipoles. We describe three distinct real-space |
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interaction models for higher-order multipoles based on truncated |
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Taylor expansions that are carried out at the cutoff radius. We are |
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calling these models {\bf Taylor-shifted} and {\bf Gradient-shifted} |
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calling these models {\bf Taylor-shifted} (TSF), {\bf |
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gradient-shifted} (GSF) and {\bf shifted potential} (SP) |
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electrostatics. Because of differences in the initial assumptions, |
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the two methods yield related, but somewhat different expressions for |
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energies, forces, and torques. |
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the two methods yield related, but distinct expressions for energies, |
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forces, and torques. |
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|
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In this paper we outline the new methodology and give functional forms |
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for the energies, forces, and torques up to quadrupole-quadrupole |
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An efficient real-space electrostatic method involves the use of a |
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pair-wise functional form, |
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\begin{equation} |
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V = \sum_i \sum_{j>i} V_\mathrm{pair}(r_{ij}, \Omega_i, \Omega_j) + |
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\sum_i V_i^\mathrm{correction} |
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U = \sum_i \sum_{j>i} U_\mathrm{pair}(\mathbf{r}_{ij}, \Omega_i, \Omega_j) + |
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\sum_i U_i^\mathrm{self} |
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\end{equation} |
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that is short-ranged and easily truncated at a cutoff radius, |
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\begin{equation} |
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V_\mathrm{pair}(r_{ij}, \Omega_i, \Omega_j) = \left\{ |
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U_\mathrm{pair}(\mathbf{r}_{ij},\Omega_i, \Omega_j) = \left\{ |
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\begin{array}{ll} |
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V_\mathrm{approx} (r_{ij}, \Omega_i, \Omega_j) & \quad r \le r_c \\ |
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0 & \quad r > r_c , |
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U_\mathrm{approx} (\mathbf{r}_{ij}, \Omega_i, \Omega_j) & \quad \left| \mathbf{r}_{ij} \right| \le r_c \\ |
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0 & \quad \left| \mathbf{r}_{ij} \right| > r_c , |
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\end{array} |
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\right. |
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\end{equation} |
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along with an easily computed correction term ($\sum_i |
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V_i^\mathrm{correction}$) which has linear-scaling with the number of |
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along with an easily computed self-interaction term ($\sum_i |
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U_i^\mathrm{self}$) which scales linearly with the number of |
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particles. Here $\Omega_i$ and $\Omega_j$ represent orientational |
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coordinates of the two sites. The computational efficiency, energy |
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coordinates of the two sites, and $\mathbf{r}_{ij}$ is the vector |
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between the two sites. The computational efficiency, energy |
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conservation, and even some physical properties of a simulation can |
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depend dramatically on how the $V_\mathrm{approx}$ function behaves at |
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depend dramatically on how the $U_\mathrm{approx}$ function behaves at |
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the cutoff radius. The goal of any approximation method should be to |
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mimic the real behavior of the electrostatic interactions as closely |
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as possible without sacrificing the near-linear scaling of a cutoff |
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contained within the cutoff sphere surrounding each particle. This is |
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accomplished by shifting the potential functions to generate image |
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charges on the surface of the cutoff sphere for each pair interaction |
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computed within $r_c$. Damping using a complementary error |
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function is applied to the potential to accelerate convergence. The |
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potential for the DSF method, where $\alpha$ is the adjustable damping |
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parameter, is given by |
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computed within $r_c$. Damping using a complementary error function is |
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applied to the potential to accelerate convergence. The interaction |
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for a pair of charges ($C_i$ and $C_j$) in the DSF method, |
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\begin{equation*} |
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V_\mathrm{DSF}(r) = C_i C_j \Biggr{[} |
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U_\mathrm{DSF}(r_{ij}) = C_i C_j \Biggr{[} |
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\frac{\mathrm{erfc}\left(\alpha r_{ij}\right)}{r_{ij}} |
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- \frac{\mathrm{erfc}\left(\alpha r_c\right)}{r_c} + \left(\frac{\mathrm{erfc}\left(\alpha r_c\right)}{r_c^2} |
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+ \frac{2\alpha}{\pi^{1/2}} |
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\right)\left(r_{ij}-r_c\right)\ \Biggr{]} |
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\label{eq:DSFPot} |
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\end{equation*} |
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Note that in this potential and in all electrostatic quantities that |
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follow, the standard $1/4 \pi \epsilon_{0}$ has been omitted for |
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clarity. |
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where $\alpha$ is the adjustable damping parameter. Note that in this |
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potential and in all electrostatic quantities that follow, the |
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standard $1/4 \pi \epsilon_{0}$ has been omitted for clarity. |
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|
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To insure net charge neutrality within each cutoff sphere, an |
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additional ``self'' term is added to the potential. This term is |
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a$. Then the electrostatic potential of object $\bf a$ at |
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$\mathbf{r}$ is given by |
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\begin{equation} |
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V_a(\mathbf r) = |
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\phi_a(\mathbf r) = |
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\sum_{k \, \text{in \bf a}} \frac{q_k}{\lvert \mathbf{r} - \mathbf{r}_k \rvert}. |
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\end{equation} |
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The Taylor expansion in $r$ can be written using an implied summation |
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notation. Here Greek indices are used to indicate space coordinates |
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($x$, $y$, $z$) and the subscripts $k$ and $j$ are reserved for |
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labelling specific charges in $\bf a$ and $\bf b$ respectively. The |
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labeling specific charges in $\bf a$ and $\bf b$ respectively. The |
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Taylor expansion, |
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\begin{equation} |
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\frac{1}{\lvert \mathbf{r} - \mathbf{r}_k \rvert} = |
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can then be used to express the electrostatic potential on $\bf a$ in |
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terms of multipole operators, |
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\begin{equation} |
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V_{\bf a}(\mathbf{r}) =\hat{M}_{\bf a} \frac{1}{r} |
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\phi_{\bf a}(\mathbf{r}) =\hat{M}_{\bf a} \frac{1}{r} |
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\end{equation} |
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where |
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\begin{equation} |
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a}\alpha\beta}$, respectively. These are the primitive multipoles |
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which can be expressed as a distribution of charges, |
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\begin{align} |
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C_{\bf a} =&\sum_{k \, \text{in \bf a}} q_k , \\ |
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D_{{\bf a}\alpha} =&\sum_{k \, \text{in \bf a}} q_k r_{k\alpha} ,\\ |
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Q_{{\bf a}\alpha\beta} =& \frac{1}{2} \sum_{k \, \text{in \bf a}} q_k r_{k\alpha} r_{k\beta} . |
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C_{\bf a} =&\sum_{k \, \text{in \bf a}} q_k , \label{eq:charge} \\ |
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D_{{\bf a}\alpha} =&\sum_{k \, \text{in \bf a}} q_k r_{k\alpha}, \label{eq:dipole}\\ |
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Q_{{\bf a}\alpha\beta} =& \frac{1}{2} \sum_{k \, \text{in \bf a}} q_k |
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r_{k\alpha} r_{k\beta} . \label{eq:quadrupole} |
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\end{align} |
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Note that the definition of the primitive quadrupole here differs from |
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the standard traceless form, and contains an additional Taylor-series |
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based factor of $1/2$. |
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based factor of $1/2$. We are essentially treating the mass |
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distribution with higher priority; the moment of inertia tensor, |
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$\overleftrightarrow{\mathsf I}$, is diagonalized to obtain body-fixed |
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axes, and the charge distribution may result in a quadrupole tensor |
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that is not necessarily diagonal in the body frame. Additional |
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reasons for utilizing the primitive quadrupole are discussed in |
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section \ref{sec:damped}. |
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|
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It is convenient to locate charges $q_j$ relative to the center of mass of $\bf b$. Then with $\bf{r}$ pointing from |
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$\bf a$ to $\bf b$ ($\mathbf{r}=\mathbf{r}_b - \mathbf{r}_b $), the interaction energy is given by |
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$\bf a$ to $\bf b$ ($\mathbf{r}=\mathbf{r}_b - \mathbf{r}_a $), the interaction energy is given by |
307 |
|
\begin{equation} |
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U_{\bf{ab}}(r) |
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= \hat{M}_a \sum_{j \, \text{in \bf b}} \frac {q_j}{\vert \bf{r}+\bf{r}_j \vert} . |
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\end{equation} |
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This form has the benefit of separating out the energies of |
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interaction into contributions from the charge, dipole, and quadrupole |
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of $\bf a$ interacting with the same multipoles on $\bf b$. |
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of $\bf a$ interacting with the same multipoles in $\bf b$. |
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|
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\subsection{Damped Coulomb interactions} |
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\label{sec:damped} |
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In the standard multipole expansion, one typically uses the bare |
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Coulomb potential, with radial dependence $1/r$, as shown in |
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Eq.~(\ref{kernel}). It is also quite common to use a damped Coulomb |
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either $1/r$ or $B_0(r)$, and all of the techniques can be applied to |
341 |
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bare or damped Coulomb kernels (or any other function) as long as |
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derivatives of these functions are known. Smith's convenient |
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functions $B_l(r)$ are summarized in Appendix A. |
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functions $B_l(r)$, which are used for derivatives of the damped |
344 |
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kernel, are summarized in Appendix A. (N.B. there is one important |
345 |
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distinction between the two kernels, which is the behavior of |
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$\nabla^2 \frac{1}{r}$ compared with $\nabla^2 B_0(r)$. The former is |
347 |
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zero everywhere except for a delta function evaluated at the origin. |
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The latter also has delta function behavior, but is non-zero for $r |
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\neq 0$. Thus the standard justification for using a traceless |
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quadrupole tensor fails for the damped case.) |
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|
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The main goal of this work is to smoothly cut off the interaction |
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energy as well as forces and torques as $r\rightarrow r_c$. To |
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In general, we can write |
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% |
446 |
|
\begin{equation} |
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U= (\text{prefactor}) (\text{derivatives}) f_n(r) |
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U^{\text{TSF}}= (\text{prefactor}) (\text{derivatives}) f_n(r) |
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\label{generic} |
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\end{equation} |
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% |
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$Q_{{\bf a}\alpha\beta}Q_{{\bf b}\gamma\delta}$, the derivatives are |
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$\partial^4/\partial r_\alpha \partial r_\beta \partial |
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r_\gamma \partial r_\delta$, with implied summation combining the |
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< |
space indices. |
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space indices. Appendix \ref{radialTSF} contains details on the |
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radial functions. |
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|
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|
In the formulas presented in the tables below, the placeholder |
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function $f(r)$ is used to represent the electrostatic kernel (either |
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of the same index $n$. The algebra required to evaluate energies, |
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forces and torques is somewhat tedious, so only the final forms are |
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presented in tables \ref{tab:tableenergy} and \ref{tab:tableFORCE}. |
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One of the principal findings of our work is that the individual |
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orientational contributions to the various multipole-multipole |
471 |
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interactions must be treated with distinct radial functions, but each |
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of these contributions is independently force shifted at the cutoff |
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radius. |
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|
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\subsection{Gradient-shifted force (GSF) electrostatics} |
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The second, and conceptually simpler approach to force-shifting |
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expansion, and has a similar interaction energy for all multipole |
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orders: |
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\begin{equation} |
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U^{\text{shift}}(r)=U(r)-U(r_c)-(r-r_c)\hat{r}\cdot \nabla U(r) \Big |
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\lvert _{r_c} . |
481 |
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U^{\text{GSF}} = \sum \left[ U(\mathbf{r}, \hat{\mathbf{a}}, \hat{\mathbf{b}}) - |
482 |
> |
U(r_c \hat{\mathbf{r}},\hat{\mathbf{a}}, \hat{\mathbf{b}}) - (r-r_c) |
483 |
> |
\hat{\mathbf{r}} \cdot \nabla U(r_c \hat{\mathbf{r}},\hat{\mathbf{a}}, \hat{\mathbf{b}}) \right] |
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|
\label{generic2} |
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\end{equation} |
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< |
Here the gradient for force shifting is evaluated for an image |
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multipole projected onto the surface of the cutoff sphere (see fig |
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< |
\ref{fig:shiftedMultipoles}). No higher order terms $(r-r_c)^n$ |
489 |
< |
appear. The primary difference between the TSF and GSF methods is the |
490 |
< |
stage at which the Taylor Series is applied; in the Taylor-shifted |
491 |
< |
approach, it is applied to the kernel itself. In the Gradient-shifted |
492 |
< |
approach, it is applied to individual radial interactions terms in the |
493 |
< |
multipole expansion. Energies from this method thus have the general |
494 |
< |
form: |
486 |
> |
where $\hat{\mathbf{r}}$ is the unit vector pointing between the two |
487 |
> |
multipoles, and the sum describes a separate force-shifting that is |
488 |
> |
applied to each orientational contribution to the energy. Both the |
489 |
> |
potential and the gradient for force shifting are evaluated for an |
490 |
> |
image multipole projected onto the surface of the cutoff sphere (see |
491 |
> |
fig \ref{fig:shiftedMultipoles}). The image multipole retains the |
492 |
> |
orientation ($\hat{\mathbf{b}}$) of the interacting multipole. No |
493 |
> |
higher order terms $(r-r_c)^n$ appear. The primary difference between |
494 |
> |
the TSF and GSF methods is the stage at which the Taylor Series is |
495 |
> |
applied; in the Taylor-shifted approach, it is applied to the kernel |
496 |
> |
itself. In the Gradient-shifted approach, it is applied to individual |
497 |
> |
radial interaction terms in the multipole expansion. Energies from |
498 |
> |
this method thus have the general form: |
499 |
|
\begin{equation} |
500 |
|
U= \sum (\text{angular factor}) (\text{radial factor}). |
501 |
|
\label{generic3} |
502 |
|
\end{equation} |
503 |
|
|
504 |
|
Functional forms for both methods (TSF and GSF) can both be summarized |
505 |
< |
using the form of Eq.~(\ref{generic3}). The basic forms for the |
505 |
> |
using the form of Eq.~\ref{generic3}). The basic forms for the |
506 |
|
energy, force, and torque expressions are tabulated for both shifting |
507 |
|
approaches below -- for each separate orientational contribution, only |
508 |
|
the radial factors differ between the two methods. |
509 |
|
|
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< |
\subsection{\label{sec:level2}Body and space axes} |
510 |
> |
\subsection{Generalization of the Wolf shifted potential (SP)} |
511 |
> |
It is also possible to formulate an extension of the Wolf approach for |
512 |
> |
multipoles by simply projecting the image multipole onto the surface |
513 |
> |
of the cutoff sphere, and including the interactions with the central |
514 |
> |
multipole and the image. This effectively shifts the pair potential |
515 |
> |
to zero at the cutoff radius, |
516 |
> |
\begin{equation} |
517 |
> |
U^{\text{SP}} = \sum \left[ U(\mathbf{r}, \hat{\mathbf{a}}, \hat{\mathbf{b}}) - |
518 |
> |
U(r_c \hat{\mathbf{r}},\hat{\mathbf{a}}, \hat{\mathbf{b}}) \right] |
519 |
> |
\label{eq:SP} |
520 |
> |
\end{equation} |
521 |
> |
independent of the orientations of the two multipoles. The sum again |
522 |
> |
describes separate potential shifting that is applied to each |
523 |
> |
orientational contribution to the energy. |
524 |
> |
|
525 |
> |
The shifted potential (SP) method is a simple truncation of the GSF |
526 |
> |
method for each orientational contribution, leaving out the $(r-r_c)$ |
527 |
> |
terms that multiply the gradient. Functional forms for the |
528 |
> |
shifted-potential (SP) method can also be summarized using the form of |
529 |
> |
Eq.~\ref{generic3}. The energy, force, and torque expressions are |
530 |
> |
tabulated below for all three methods. As in the GSF and TSF methods, |
531 |
> |
for each separate orientational contribution, only the radial factors |
532 |
> |
differ between the SP, GSF, and TSF methods. |
533 |
|
|
475 |
– |
[XXX Do we need this section in the main paper? or should it go in the |
476 |
– |
extra materials?] |
534 |
|
|
535 |
< |
So far, all energies and forces have been written in terms of fixed |
536 |
< |
space coordinates. Interaction energies are computed from the generic |
537 |
< |
formulas Eq.~(\ref{generic}) and ~(\ref{generic2}) which combine |
538 |
< |
orientational prefactors with radial functions. Because objects $\bf |
539 |
< |
a$ and $\bf b$ both translate and rotate during a molecular dynamics |
540 |
< |
(MD) simulation, it is desirable to contract all $r$-dependent terms |
541 |
< |
with dipole and quadrupole moments expressed in terms of their body |
542 |
< |
axes. To do so, we have followed the methodology of Allen and |
543 |
< |
Germano,\cite{Allen:2006fk} which was itself based on earlier work by |
544 |
< |
Price {\em et al.}\cite{Price:1984fk} |
535 |
> |
\subsection{\label{sec:level2}Body and space axes} |
536 |
> |
Although objects $\bf a$ and $\bf b$ rotate during a molecular |
537 |
> |
dynamics (MD) simulation, their multipole tensors remain fixed in |
538 |
> |
body-frame coordinates. While deriving force and torque expressions, |
539 |
> |
it is therefore convenient to write the energies, forces, and torques |
540 |
> |
in intermediate forms involving the vectors of the rotation matrices. |
541 |
> |
We denote body axes for objects $\bf a$ and $\bf b$ using unit vectors |
542 |
> |
$\hat{a}_m$ and $\hat{b}_m$, respectively, with the index $m=(123)$. |
543 |
> |
In a typical simulation, the initial axes are obtained by |
544 |
> |
diagonalizing the moment of inertia tensors for the objects. (N.B., |
545 |
> |
the body axes are generally {\it not} the same as those for which the |
546 |
> |
quadrupole moment is diagonal.) The rotation matrices are then |
547 |
> |
propagated during the simulation. |
548 |
|
|
549 |
< |
We denote body axes for objects $\bf a$ and $\bf b$ by unit vectors |
490 |
< |
$\hat{a}_m$ and $\hat{b}_m$, respectively, with the index $m=(123)$ |
491 |
< |
referring to a convenient set of inertial body axes. (N.B., these |
492 |
< |
body axes are generally not the same as those for which the quadrupole |
493 |
< |
moment is diagonal.) Then, |
494 |
< |
% |
495 |
< |
\begin{eqnarray} |
496 |
< |
\hat{a}_m= a_{mx}\hat{x} + a_{my}\hat{y} + a_{mz}\hat{z} \\ |
497 |
< |
\hat{b}_m= b_{mx}\hat{x} + b_{my}\hat{y} + b_{mz}\hat{z} . |
498 |
< |
\end{eqnarray} |
499 |
< |
Rotation matrices $\hat{\mathbf {a}}$ and $\hat{\mathbf {b}}$ can be |
549 |
> |
The rotation matrices $\hat{\mathbf {a}}$ and $\hat{\mathbf {b}}$ can be |
550 |
|
expressed using these unit vectors: |
551 |
|
\begin{eqnarray} |
552 |
|
\hat{\mathbf {a}} = |
554 |
|
\hat{a}_1 \\ |
555 |
|
\hat{a}_2 \\ |
556 |
|
\hat{a}_3 |
557 |
< |
\end{pmatrix} |
508 |
< |
= |
509 |
< |
\begin{pmatrix} |
510 |
< |
a_{1x} \quad a_{1y} \quad a_{1z} \\ |
511 |
< |
a_{2x} \quad a_{2y} \quad a_{2z} \\ |
512 |
< |
a_{3x} \quad a_{3y} \quad a_{3z} |
513 |
< |
\end{pmatrix}\\ |
557 |
> |
\end{pmatrix}, \qquad |
558 |
|
\hat{\mathbf {b}} = |
559 |
|
\begin{pmatrix} |
560 |
|
\hat{b}_1 \\ |
561 |
|
\hat{b}_2 \\ |
562 |
|
\hat{b}_3 |
563 |
|
\end{pmatrix} |
520 |
– |
= |
521 |
– |
\begin{pmatrix} |
522 |
– |
b_{1x} \quad b_{1y} \quad b_{1z} \\ |
523 |
– |
b_{2x} \quad b_{2y} \quad b_{2z} \\ |
524 |
– |
b_{3x} \quad b_{3y} \quad b_{3z} |
525 |
– |
\end{pmatrix} . |
564 |
|
\end{eqnarray} |
565 |
|
% |
566 |
|
These matrices convert from space-fixed $(xyz)$ to body-fixed $(123)$ |
567 |
< |
coordinates. All contractions of prefactors with derivatives of |
568 |
< |
functions can be written in terms of these matrices. It proves to be |
569 |
< |
equally convenient to just write any contraction in terms of unit |
570 |
< |
vectors $\hat{r}$, $\hat{a}_m$, and $\hat{b}_n$. In the torque |
571 |
< |
expressions, it is useful to have the angular-dependent terms |
572 |
< |
available in three different fashions, e.g. for the dipole-dipole |
573 |
< |
contraction: |
567 |
> |
coordinates. |
568 |
> |
|
569 |
> |
Allen and Germano,\cite{Allen:2006fk} following earlier work by Price |
570 |
> |
{\em et al.},\cite{Price:1984fk} showed that if the interaction |
571 |
> |
energies are written explicitly in terms of $\hat{r}$ and the body |
572 |
> |
axes ($\hat{a}_m$, $\hat{b}_n$) : |
573 |
> |
% |
574 |
> |
\begin{equation} |
575 |
> |
U(r, \{\hat{a}_m \cdot \hat{r} \}, |
576 |
> |
\{\hat{b}_n\cdot \hat{r} \}, |
577 |
> |
\{\hat{a}_m \cdot \hat{b}_n \}) . |
578 |
> |
\label{ugeneral} |
579 |
> |
\end{equation} |
580 |
> |
% |
581 |
> |
the forces come out relatively cleanly, |
582 |
> |
% |
583 |
> |
\begin{equation} |
584 |
> |
\mathbf{F}_{\bf a}=-\mathbf{F}_{\bf b} = \frac{\partial U}{\partial \mathbf{r}} |
585 |
> |
= \frac{\partial U}{\partial r} \hat{r} |
586 |
> |
+ \sum_m \left[ |
587 |
> |
\frac{\partial U}{\partial (\hat{a}_m \cdot \hat{r})} |
588 |
> |
\frac { \partial (\hat{a}_m \cdot \hat{r})}{\partial \mathbf{r}} |
589 |
> |
+ \frac{\partial U}{\partial (\hat{b}_m \cdot \hat{r})} |
590 |
> |
\frac { \partial (\hat{b}_m \cdot \hat{r})}{\partial \mathbf{r}} |
591 |
> |
\right] \label{forceequation}. |
592 |
> |
\end{equation} |
593 |
> |
|
594 |
> |
The torques can also be found in a relatively similar |
595 |
> |
manner, |
596 |
> |
% |
597 |
> |
\begin{eqnarray} |
598 |
> |
\mathbf{\tau}_{\bf a} = |
599 |
> |
\sum_m |
600 |
> |
\frac{\partial U}{\partial (\hat{a}_m \cdot \hat{r})} |
601 |
> |
( \hat{r} \times \hat{a}_m ) |
602 |
> |
-\sum_{mn} |
603 |
> |
\frac{\partial U}{\partial (\hat{a}_m \cdot \hat{b}_n)} |
604 |
> |
(\hat{a}_m \times \hat{b}_n) \\ |
605 |
> |
% |
606 |
> |
\mathbf{\tau}_{\bf b} = |
607 |
> |
\sum_m |
608 |
> |
\frac{\partial U}{\partial (\hat{b}_m \cdot \hat{r})} |
609 |
> |
( \hat{r} \times \hat{b}_m) |
610 |
> |
+\sum_{mn} |
611 |
> |
\frac{\partial U}{\partial (\hat{a}_m \cdot \hat{b}_n)} |
612 |
> |
(\hat{a}_m \times \hat{b}_n) . |
613 |
> |
\end{eqnarray} |
614 |
> |
|
615 |
> |
Note that our definition of $\mathbf{r}=\mathbf{r}_b - \mathbf{r}_a $ |
616 |
> |
is opposite in sign to that of Allen and Germano.\cite{Allen:2006fk} |
617 |
> |
We also made use of the identities, |
618 |
> |
% |
619 |
> |
\begin{align} |
620 |
> |
\frac { \partial (\hat{a}_m \cdot \hat{r})}{\partial \mathbf{r}} |
621 |
> |
=& \frac{1}{r} \left( \hat{a}_m - (\hat{a}_m \cdot \hat{r})\hat{r} |
622 |
> |
\right) \\ |
623 |
> |
\frac { \partial (\hat{b}_m \cdot \hat{r})}{\partial \mathbf{r}} |
624 |
> |
=& \frac{1}{r} \left( \hat{b}_m - (\hat{b}_m \cdot \hat{r})\hat{r} |
625 |
> |
\right). |
626 |
> |
\end{align} |
627 |
> |
|
628 |
> |
Many of the multipole contractions required can be written in one of |
629 |
> |
three equivalent forms using the unit vectors $\hat{r}$, $\hat{a}_m$, |
630 |
> |
and $\hat{b}_n$. In the torque expressions, it is useful to have the |
631 |
> |
angular-dependent terms available in all three fashions, e.g. for the |
632 |
> |
dipole-dipole contraction: |
633 |
|
% |
634 |
|
\begin{equation} |
635 |
|
\mathbf{D}_{\mathbf {a}} \cdot \mathbf{D}_{\mathbf{b}} |
636 |
|
= D_{\bf {a}\alpha} D_{\bf {b}\alpha} = |
637 |
< |
\sum_{mn} {D_{\mathbf{a}m} \hat{a}_m \cdot \hat{b}_n D_{\mathbf{b}n}} |
637 |
> |
\sum_{mn} {D_{\mathbf{a}m} \hat{a}_m \cdot \hat{b}_n D_{\mathbf{b}n}}. |
638 |
|
\end{equation} |
639 |
|
% |
640 |
|
The first two forms are written using space coordinates. The first |
643 |
|
explicit sums over body indices and the dot products now indicate |
644 |
|
contractions using space indices. |
645 |
|
|
646 |
+ |
In computing our force and torque expressions, we carried out most of |
647 |
+ |
the work in body coordinates, and have transformed the expressions |
648 |
+ |
back to space-frame coordinates, which are reported below. Interested |
649 |
+ |
readers may consult the supplemental information for this paper for |
650 |
+ |
the intermediate body-frame expressions. |
651 |
|
|
652 |
|
\subsection{The Self-Interaction \label{sec:selfTerm}} |
653 |
|
|
654 |
|
In addition to cutoff-sphere neutralization, the Wolf |
655 |
|
summation~\cite{Wolf99} and the damped shifted force (DSF) |
656 |
< |
extension~\cite{Fennell:2006zl} also included self-interactions that |
656 |
> |
extension~\cite{Fennell:2006zl} also include self-interactions that |
657 |
|
are handled separately from the pairwise interactions between |
658 |
|
sites. The self-term is normally calculated via a single loop over all |
659 |
|
sites in the system, and is relatively cheap to evaluate. The |
665 |
|
the cutoff sphere. For a system of undamped charges, the total |
666 |
|
self-term is |
667 |
|
\begin{equation} |
668 |
< |
V_\textrm{self} = - \frac{1}{r_c} \sum_{{\bf a}=1}^N C_{\bf a}^{2} |
668 |
> |
U_\textrm{self} = - \frac{1}{r_c} \sum_{{\bf a}=1}^N C_{\bf a}^{2}. |
669 |
|
\label{eq:selfTerm} |
670 |
|
\end{equation} |
671 |
|
|
680 |
|
complexity to the Ewald sum). For a system containing only damped |
681 |
|
charges, the complete self-interaction can be written as |
682 |
|
\begin{equation} |
683 |
< |
V_\textrm{self} = - \left(\frac{\textrm{erfc}(\alpha r_c)}{r_c} + |
683 |
> |
U_\textrm{self} = - \left(\frac{\textrm{erfc}(\alpha r_c)}{r_c} + |
684 |
|
\frac{\alpha}{\sqrt{\pi}} \right) \sum_{{\bf a}=1}^N |
685 |
|
C_{\bf a}^{2}. |
686 |
|
\label{eq:dampSelfTerm} |
687 |
|
\end{equation} |
688 |
|
|
689 |
|
The extension of DSF electrostatics to point multipoles requires |
690 |
< |
treatment of {\it both} the self-neutralization and reciprocal |
690 |
> |
treatment of the self-neutralization \textit{and} reciprocal |
691 |
|
contributions to the self-interaction for higher order multipoles. In |
692 |
|
this section we give formulae for these interactions up to quadrupolar |
693 |
|
order. |
698 |
|
cutoff sphere, and averaging over the surface of the cutoff sphere. |
699 |
|
Because the self term is carried out as a single sum over sites, the |
700 |
|
reciprocal-space portion is identical to half of the self-term |
701 |
< |
obtained by Smith and Aguado and Madden for the application of the |
702 |
< |
Ewald sum to multipoles.\cite{Smith82,Smith98,Aguado03} For a given |
703 |
< |
site which posesses a charge, dipole, and multipole, both types of |
704 |
< |
contribution are given in table \ref{tab:tableSelf}. |
701 |
> |
obtained by Smith, and also by Aguado and Madden for the application |
702 |
> |
of the Ewald sum to multipoles.\cite{Smith82,Smith98,Aguado03} For a |
703 |
> |
given site which posesses a charge, dipole, and quadrupole, both types |
704 |
> |
of contribution are given in table \ref{tab:tableSelf}. |
705 |
|
|
706 |
|
\begin{table*} |
707 |
|
\caption{\label{tab:tableSelf} Self-interaction contributions for |
713 |
|
Charge & $C_{\bf a}^2$ & $-f(r_c)$ & $-\frac{\alpha}{\sqrt{\pi}}$ \\ |
714 |
|
Dipole & $|\mathbf{D}_{\bf a}|^2$ & $\frac{1}{3} \left( h(r_c) + |
715 |
|
\frac{2 g(r_c)}{r_c} \right)$ & $-\frac{2 \alpha^3}{3 \sqrt{\pi}}$\\ |
716 |
< |
Quadrupole & $2 \text{Tr}(\mathbf{Q}_{\bf a}^2) + \text{Tr}(\mathbf{Q}_{\bf a})^2$ & |
716 |
> |
Quadrupole & $2 \mathbf{Q}_{\bf a}:\mathbf{Q}_{\bf a} + \text{Tr}(\mathbf{Q}_{\bf a})^2$ & |
717 |
|
$- \frac{1}{15} \left( t(r_c)+ \frac{4 s(r_c)}{r_c} \right)$ & |
718 |
|
$-\frac{4 \alpha^5}{5 \sqrt{\pi}}$ \\ |
719 |
|
Charge-Quadrupole & $-2 C_{\bf a} \text{Tr}(\mathbf{Q}_{\bf a})$ & $\frac{1}{3} \left( |
739 |
|
\section{Interaction energies, forces, and torques} |
740 |
|
The main result of this paper is a set of expressions for the |
741 |
|
energies, forces and torques (up to quadrupole-quadrupole order) that |
742 |
< |
work for both the Taylor-shifted and Gradient-shifted approximations. |
743 |
< |
These expressions were derived using a set of generic radial |
744 |
< |
functions. Without using the shifting approximations mentioned above, |
745 |
< |
some of these radial functions would be identical, and the expressions |
746 |
< |
coalesce into the familiar forms for unmodified multipole-multipole |
747 |
< |
interactions. Table \ref{tab:tableenergy} maps between the generic |
748 |
< |
functions and the radial functions derived for both the Taylor-shifted |
749 |
< |
and Gradient-shifted methods. The energy equations are written in |
750 |
< |
terms of lab-frame representations of the dipoles, quadrupoles, and |
751 |
< |
the unit vector connecting the two objects, |
742 |
> |
work for the Taylor-shifted, gradient-shifted, and shifted potential |
743 |
> |
approximations. These expressions were derived using a set of generic |
744 |
> |
radial functions. Without using the shifting approximations mentioned |
745 |
> |
above, some of these radial functions would be identical, and the |
746 |
> |
expressions coalesce into the familiar forms for unmodified |
747 |
> |
multipole-multipole interactions. Table \ref{tab:tableenergy} maps |
748 |
> |
between the generic functions and the radial functions derived for the |
749 |
> |
three methods. The energy equations are written in terms of lab-frame |
750 |
> |
representations of the dipoles, quadrupoles, and the unit vector |
751 |
> |
connecting the two objects, |
752 |
|
|
753 |
|
% Energy in space coordinate form ---------------------------------------------------------------------------------------------- |
754 |
|
% |
843 |
|
U_{Q_{\bf a}Q_{\bf b}}(r)=& |
844 |
|
\Bigl[ |
845 |
|
\text{Tr} \mathbf{Q}_{\mathbf{a}} \text{Tr} \mathbf{Q}_{\mathbf{b}} |
846 |
< |
+2 \text{Tr} \left( |
847 |
< |
\mathbf{Q}_{\mathbf{a}} \cdot \mathbf{Q}_{\mathbf{b}} \right) \Bigr] v_{41}(r) |
846 |
> |
+2 |
847 |
> |
\mathbf{Q}_{\mathbf{a}} : \mathbf{Q}_{\mathbf{b}} \Bigr] v_{41}(r) |
848 |
|
\\ |
849 |
|
% 2 |
850 |
|
&+\Bigl[ \text{Tr}\mathbf{Q}_{\mathbf{a}} |
875 |
|
|
876 |
|
\begin{sidewaystable} |
877 |
|
\caption{\label{tab:tableenergy}Radial functions used in the energy |
878 |
< |
and torque equations. The $f, g, h, s, t, \mathrm{and} u$ |
879 |
< |
functions used in this table are defined in Appendices B and C.} |
880 |
< |
\begin{tabular}{|c|c|l|l|} \hline |
881 |
< |
Generic&Bare Coulomb&Taylor-Shifted&Gradient-Shifted |
878 |
> |
and torque equations. The $f, g, h, s, t, \mathrm{and~} u$ |
879 |
> |
functions used in this table are defined in Appendices |
880 |
> |
\ref{radialTSF} and \ref{radialGSF}. The gradient shifted (GSF) |
881 |
> |
functions include the shifted potential (SP) |
882 |
> |
contributions (\textit{cf.} Eqs. \ref{generic2} and |
883 |
> |
\ref{eq:SP}).} |
884 |
> |
\begin{tabular}{|c|c|l|l|l|} \hline |
885 |
> |
Generic&Bare Coulomb&Taylor-Shifted (TSF)&Shifted Potential (SP)&Gradient-Shifted (GSF) |
886 |
|
\\ \hline |
887 |
|
% |
888 |
|
% |
891 |
|
$v_{01}(r)$ & |
892 |
|
$\frac{1}{r}$ & |
893 |
|
$f_0(r)$ & |
894 |
< |
$f(r)-f(r_c)-(r-r_c)g(r_c)$ |
894 |
> |
$f(r)-f(r_c)$ & |
895 |
> |
SP $-(r-r_c)g(r_c)$ |
896 |
|
\\ |
897 |
|
% |
898 |
|
% |
901 |
|
$v_{11}(r)$ & |
902 |
|
$-\frac{1}{r^2}$ & |
903 |
|
$g_1(r)$ & |
904 |
< |
$g(r)-g(r_c)-(r-r_c)h(r_c)$ \\ |
904 |
> |
$g(r)-g(r_c)$ & |
905 |
> |
SP $-(r-r_c)h(r_c)$ \\ |
906 |
|
% |
907 |
|
% |
908 |
|
% |
910 |
|
$v_{21}(r)$ & |
911 |
|
$-\frac{1}{r^3} $ & |
912 |
|
$\frac{g_2(r)}{r} $ & |
913 |
< |
$\frac{g(r)}{r}-\frac{g(r_c)}{r_c} -(r-r_c) |
914 |
< |
\left( -\frac{g(r_c)}{r_c^2} + \frac{h(r_c)}{r_c} \right)$ \\ |
913 |
> |
$\frac{g(r)}{r}-\frac{g(r_c)}{r_c}$ & |
914 |
> |
SP $-(r-r_c) \left( -\frac{g(r_c)}{r_c^2} + \frac{h(r_c)}{r_c} \right)$ \\ |
915 |
> |
% |
916 |
> |
% |
917 |
> |
% |
918 |
|
$v_{22}(r)$ & |
919 |
|
$\frac{3}{r^3} $ & |
920 |
|
$\left(-\frac{g_2(r)}{r} + h_2(r) \right)$ & |
921 |
< |
$\left(-\frac{g(r)}{r}+h(r) \right) |
922 |
< |
-\left(-\frac{g(r_c)}{r_c}+h(r_c) \right)$ \\ |
812 |
< |
&&& $ ~~~-(r-r_c) \left( \frac{g(r_c)}{r_c^2}-\frac{h(r_c)}{r_c}+s(r_c) \right)$ |
813 |
< |
\\ |
921 |
> |
$\left(-\frac{g(r)}{r}+h(r) \right) -\left(-\frac{g(r_c)}{r_c}+h(r_c) \right)$ |
922 |
> |
& SP $-(r-r_c) \left( \frac{g(r_c)}{r_c^2}-\frac{h(r_c)}{r_c}+s(r_c) \right)$\\ |
923 |
|
% |
924 |
|
% |
925 |
|
% |
927 |
|
$v_{31}(r)$ & |
928 |
|
$\frac{3}{r^4} $ & |
929 |
|
$\left(-\frac{g_3(r)}{r^2} + \frac{h_3(r)}{r} \right)$ & |
930 |
< |
$\left( -\frac{g(r)}{r^2}+\frac{h(r)}{r} \right) |
931 |
< |
-\left(-\frac{g(r_c)}{r_c^2}+\frac{h(r_c)}{r_c} \right) $\\ |
823 |
< |
&&&$ ~~~ -(r-r_c) \left(\frac{2g(r_c)}{r_c^3}-\frac{2h(r_c)}{r_c^2}+\frac{s(r_c)}{r_c} \right)$ |
824 |
< |
\\ |
930 |
> |
$\left( -\frac{g(r)}{r^2}+\frac{h(r)}{r}\right)-\left(-\frac{g(r_c)}{r_c^2}+\frac{h(r_c)}{r_c} \right)$ |
931 |
> |
& SP $-(r-r_c) \left(\frac{2g(r_c)}{r_c^3}-\frac{2h(r_c)}{r_c^2}+\frac{s(r_c)}{r_c} \right)$ \\ |
932 |
|
% |
933 |
+ |
% |
934 |
+ |
% |
935 |
|
$v_{32}(r)$ & |
936 |
|
$-\frac{15}{r^4} $ & |
937 |
|
$\left( \frac{3g_3(r)}{r^2} - \frac{3h_3(r)}{r} + s_3(r) \right)$ & |
938 |
< |
$\left( \frac{3g(r)}{r^2} - \frac{3h(r)}{r} + s(r) \right) |
939 |
< |
- \left( \frac{3g(r_c)}{r_c^2} - \frac{3h(r_c)}{r_c} + s(r_c) \right)$ \\ |
940 |
< |
&&&$ ~~~ -(r-r_c) \left( \frac{-6g(r_c)}{r_c^3}+\frac{6h(r_c)}{r_c^2}-\frac{3s(r_c)}{r_c}+t(r_c) \right)$ |
941 |
< |
\\ |
938 |
> |
$\left( \frac{3g(r)}{r^2} - \frac{3h(r)}{r} + s(r) \right)$& |
939 |
> |
SP $-(r-r_c) \left( \frac{-6g(r_c)}{r_c^3}+\frac{6h(r_c)}{r_c^2}\right.$ \\ |
940 |
> |
&&& $~~~-\left(\frac{3g(r_c)}{r_c^2} - \frac{3h(r_c)}{r_c} + s(r_c)\right)$ & |
941 |
> |
$\phantom{SP-(r-r_c)}\left.-\frac{3s(r_c)}{r_c}+t(r_c) \right)$\\ |
942 |
|
% |
943 |
|
% |
944 |
|
% |
946 |
|
$v_{41}(r)$ & |
947 |
|
$\frac{3}{r^5} $ & |
948 |
|
$\left(-\frac{g_4(r)}{r^3} +\frac{h_4(r)}{r^2} \right) $ & |
949 |
< |
$\left( -\frac{g(r)}{r^3} + \frac{h(r)}{r^2} \right) |
950 |
< |
- \left( -\frac{g(r_c)}{r_c^3} + \frac{h(r_c)}{r_c^2} \right)$ \\ |
842 |
< |
&&&$ ~~~ -(r-r_c) \left( \frac{3g(r_c)}{r_c^4}-\frac{3h(r_c)}{r_c^3}+\frac{s(r_c)}{r_c^2} \right)$ |
949 |
> |
$\left( -\frac{g(r)}{r^3} + \frac{h(r)}{r^2} \right)- \left(-\frac{g(r_c)}{r_c^3} + \frac{h(r_c)}{r_c^2} \right)$ & |
950 |
> |
SP $-(r-r_c) \left( \frac{3g(r_c)}{r_c^4}-\frac{3h(r_c)}{r_c^3}+\frac{s(r_c)}{r_c^2} \right)$ |
951 |
|
\\ |
952 |
|
% 2 |
953 |
|
$v_{42}(r)$ & |
954 |
|
$- \frac{15}{r^5} $ & |
955 |
|
$\left( \frac{3g_4(r)}{r^3} - \frac{3h_4(r)}{r^2}+\frac{s_4(r)}{r} \right)$ & |
956 |
< |
$\left( \frac{3g(r)}{r^3} - \frac{3h(r)}{r^2}+\frac{s(r)}{r} \right) |
957 |
< |
-\left( \frac{3g(r_c)}{r_c^3} - \frac{3h(r_c)}{r_c^2}+\frac{s(r_c)}{r_c} \right)$ \\ |
958 |
< |
&&&$ ~~~ -(r-r_c) \left(- \frac{9g(r_c)}{r_c^4}+\frac{9h(r_c)}{r_c^3} |
959 |
< |
-\frac{4s(r_c)}{r_c^2} + \frac{t(r_c)}{r_c}\right)$ |
852 |
< |
\\ |
956 |
> |
$\left( \frac{3g(r)}{r^3} - \frac{3h(r)}{r^2}+\frac{s(r)}{r} \right)$ & |
957 |
> |
SP$-(r-r_c) \left(- \frac{9g(r_c)}{r_c^4}+\frac{9h(r_c)}{r_c^3}\right.$ \\ |
958 |
> |
&&& $~~~-\left( \frac{3g(r_c)}{r_c^3} - \frac{3h(r_c)}{r_c^2}+\frac{s(r_c)}{r_c} \right)$ & |
959 |
> |
$\phantom{SP-(r-r_c)}\left. -\frac{4s(r_c)}{r_c^2} + \frac{t(r_c)}{r_c}\right)$\\ |
960 |
|
% 3 |
961 |
+ |
% |
962 |
+ |
% |
963 |
|
$v_{43}(r)$ & |
964 |
|
$ \frac{105}{r^5} $ & |
965 |
|
$\left(-\frac{15g_4(r)}{r^3}+\frac{15h_4(r)}{r^2}-\frac{6s_4(r)}{r} + t_4(r)\right) $ & |
966 |
< |
$\left(-\frac{15g(r)}{r^3}+\frac{15h(r)}{r^2}-\frac{6s(r)}{r} + t(r)\right)$ \\ |
967 |
< |
&&&$~~~ -\left(-\frac{15g(r_c)}{r_c^3}+\frac{15h(r_c)}{r_c^2}-\frac{6s(r_c)}{r_c} + t(r_c)\right)$ \\ |
968 |
< |
&&&$~~~ -(r-r_c)\left(\frac{45g(r_c)}{r_c^4}-\frac{45h(r_c)}{r_c^3}+\frac{21s(r_c)}{r_c^2} |
969 |
< |
-\frac{6t(r_c)}{r_c}+u(r_c) \right)$ \\ \hline |
966 |
> |
$ \left(-\frac{15g(r)}{r^3} +\frac{15h(r)}{r^2}-\frac{6s(r)}{r}+t(r)\right) $ & |
967 |
> |
SP $-(r-r_c)\left(\frac{45g(r_c)}{r_c^4}-\frac{45h(r_c)}{r_c^3}\right.$\\ |
968 |
> |
&&& $~~~-\left(-\frac{15g(r_c)}{r_c^3}+\frac{15h(r_c)}{r_c^2}-\frac{6s(r_c)}{r_c}+ t(r_c)\right)$ & |
969 |
> |
$\phantom{SP-(r-r_c)}\left.+\frac{21s(r_c)}{r_c^2}-\frac{6t(r_c)}{r_c}+u(r_c) \right)$\\ |
970 |
> |
\hline |
971 |
|
\end{tabular} |
972 |
|
\end{sidewaystable} |
973 |
|
% |
976 |
|
% |
977 |
|
|
978 |
|
\begin{sidewaystable} |
979 |
< |
\caption{\label{tab:tableFORCE}Radial functions used in the force equations.} |
980 |
< |
\begin{tabular}{|c|c|l|l|} \hline |
981 |
< |
Function&Definition&Taylor-Shifted&Gradient-Shifted |
979 |
> |
\caption{\label{tab:tableFORCE}Radial functions used in the force |
980 |
> |
equations. Gradient shifted (GSF) functions are constructed using the shifted |
981 |
> |
potential (SP) functions. Some of these functions are simple |
982 |
> |
modifications of the functions found in table \ref{tab:tableenergy}} |
983 |
> |
\begin{tabular}{|c|c|l|l|l|} \hline |
984 |
> |
Function&Definition&Taylor-Shifted (TSF)& Shifted Potential (SP) |
985 |
> |
&Gradient-Shifted (GSF) |
986 |
|
\\ \hline |
987 |
|
% |
988 |
|
% |
990 |
|
$w_a(r)$& |
991 |
|
$\frac{d v_{01}}{dr}$& |
992 |
|
$g_0(r)$& |
993 |
< |
$g(r)-g(r_c)$ \\ |
993 |
> |
$g(r)$& |
994 |
> |
SP $-g(r_c)$ \\ |
995 |
|
% |
996 |
|
% |
997 |
|
$w_b(r)$ & |
998 |
|
$\frac{d v_{11}}{dr} - \frac{v_{11}(r)}{r} $& |
999 |
|
$\left( -\frac{g_1(r)}{r}+h_1(r) \right)$ & |
1000 |
< |
$h(r)- h(r_c) - \frac{v_{11}(r)}{r} $ \\ |
1000 |
> |
$h(r) - \frac{v_{11}(r)}{r} $ & |
1001 |
> |
SP $- h(r_c)$ \\ |
1002 |
|
% |
1003 |
|
$w_c(r)$ & |
1004 |
|
$\frac{v_{11}(r)}{r}$ & |
1005 |
|
$\frac{g_1(r)}{r} $ & |
1006 |
+ |
$\frac{v_{11}(r)}{r}$& |
1007 |
|
$\frac{v_{11}(r)}{r}$\\ |
1008 |
|
% |
1009 |
|
% |
1010 |
|
$w_d(r)$& |
1011 |
|
$\frac{d v_{21}}{dr}$& |
1012 |
|
$\left( -\frac{g_2(r)}{r^2} + \frac{h_2(r)}{r} \right) $ & |
1013 |
< |
$\left( -\frac{g(r)}{r^2} + \frac{h(r)}{r} \right) |
1014 |
< |
-\left( -\frac{g(r_c)}{r_c^2} + \frac{h(r_c)}{r_c} \right) $ \\ |
1013 |
> |
$\left( -\frac{g(r)}{r^2} + \frac{h(r)}{r} \right)$ & |
1014 |
> |
SP $-\left( -\frac{g(r_c)}{r_c^2} + \frac{h(r_c)}{r_c} \right) $ \\ |
1015 |
|
% |
1016 |
|
$w_e(r)$ & |
1017 |
|
$\left(-\frac{g_2(r)}{r^2} + \frac{h_2(r)}{r} \right)$ & |
1018 |
|
$\frac{v_{22}(r)}{r}$ & |
1019 |
+ |
$\frac{v_{22}(r)}{r}$ & |
1020 |
|
$\frac{v_{22}(r)}{r}$ \\ |
1021 |
|
% |
1022 |
|
% |
1023 |
|
$w_f(r)$& |
1024 |
|
$\frac{d v_{22}}{dr} - \frac{2v_{22}(r)}{r}$& |
1025 |
|
$\left( \frac{3g_2(r)}{r^2}-\frac{3h_2(r)}{r}+s_2(r) \right)$ & |
1026 |
< |
$ \left( \frac{g(r)}{r^2}-\frac{h(r)}{r}+s(r) \right) $ \\ |
1027 |
< |
&&& $ ~~~- \left( \frac{g(r_c)}{r_c^2}-\frac{h(r_c)}{r_c}+s(r_c) |
910 |
< |
\right)-\frac{2v_{22}(r)}{r}$\\ |
1026 |
> |
$ \left( \frac{g(r)}{r^2}-\frac{h(r)}{r}+s(r) \right) -\frac{2v_{22}(r)}{r}$& |
1027 |
> |
SP $- \left( \frac{g(r_c)}{r_c^2}-\frac{h(r_c)}{r_c}+s(r_c) \right)$\\ |
1028 |
|
% |
1029 |
|
$w_g(r)$& |
1030 |
|
$\frac{v_{31}(r)}{r}$& |
1031 |
|
$ \left( -\frac{g_3(r)}{r^3}+\frac{h_3(r)}{r^2} \right)$& |
1032 |
+ |
$\frac{v_{31}(r)}{r}$& |
1033 |
|
$\frac{v_{31}(r)}{r}$\\ |
1034 |
|
% |
1035 |
|
$w_h(r)$ & |
1036 |
|
$\frac{d v_{31}}{dr} -\frac{v_{31}(r)}{r}$& |
1037 |
|
$\left(\frac{3g_3(r)}{r^3} -\frac{3h_3(r)}{r^2} +\frac{s_3(r)}{r} \right) $ & |
1038 |
< |
$ \left(\frac{2g(r)}{r^3} -\frac{2h(r)}{r^2} +\frac{s(r)}{r} \right) - \left(\frac{2g(r_c)}{r_c^3} -\frac{2h(r_c)}{r_c^2} +\frac{s(r_c)}{r_c} \right) $ \\ |
1039 |
< |
&&& $ ~~~ -\frac{v_{31}(r)}{r}$ \\ |
1038 |
> |
$ \left(\frac{2g(r)}{r^3} -\frac{2h(r)}{r^2} +\frac{s(r)}{r} \right) -\frac{v_{31}(r)}{r}$ & |
1039 |
> |
SP $ - \left(\frac{2g(r_c)}{r_c^3} -\frac{2h(r_c)}{r_c^2} +\frac{s(r_c)}{r_c} \right) $ \\ |
1040 |
|
% 2 |
1041 |
|
$w_i(r)$ & |
1042 |
|
$\frac{v_{32}(r)}{r}$ & |
1043 |
|
$\left(\frac{3g_3(r)}{r^3} -\frac{3h_3(r)}{r^2} +\frac{s_3(r)}{r} \right) $ & |
1044 |
+ |
$\frac{v_{32}(r)}{r}$& |
1045 |
|
$\frac{v_{32}(r)}{r}$\\ |
1046 |
|
% |
1047 |
|
$w_j(r)$ & |
1048 |
|
$\frac{d v_{32}}{dr} - \frac{3v_{32}}{r}$& |
1049 |
|
$\left(\frac{-15g_3(r)}{r^3} + \frac{15h_3(r)}{r^2} - \frac{6s_3(r)}{r} + t_3(r) \right) $ & |
1050 |
< |
$\left(\frac{-6g(r)}{r^3} +\frac{6h(r)}{r^2} -\frac{3s(r)}{r} +t(r) \right)$ \\ |
1051 |
< |
&&& $~~~-\left(\frac{-6g(_cr)}{r_c^3} +\frac{6h(r_c)}{r_c^2} |
1052 |
< |
-\frac{3s(r_c)}{r_c} +t(r_c) \right) -\frac{3v_{32}}{r}$ \\ |
1050 |
> |
$\left(\frac{-6g(r)}{r^3} +\frac{6h(r)}{r^2} -\frac{3s(r)}{r} +t(r) \right) -\frac{3v_{32}}{r}$ & |
1051 |
> |
SP $-\left(\frac{-6g(_cr)}{r_c^3} +\frac{6h(r_c)}{r_c^2} |
1052 |
> |
-\frac{3s(r_c)}{r_c} +t(r_c) \right)$ \\ |
1053 |
|
% |
1054 |
|
$w_k(r)$ & |
1055 |
|
$\frac{d v_{41}}{dr} $ & |
1056 |
|
$\left(\frac{3g_4(r)}{r^4} -\frac{3h_4(r)}{r^3} +\frac{s_4(r)}{r^2} \right)$ & |
1057 |
< |
$\left(\frac{3g(r)}{r^4} -\frac{3h(r)}{r^3} +\frac{s(r)}{r^2} \right) |
1058 |
< |
-\left(\frac{3g(r_c)}{r_c^4} -\frac{3h(r_c)}{r_c^3} +\frac{s(r_c)}{r_c^2} \right)$ \\ |
1057 |
> |
$\left(\frac{3g(r)}{r^4} -\frac{3h(r)}{r^3} +\frac{s(r)}{r^2} |
1058 |
> |
\right)$ & |
1059 |
> |
SP $-\left(\frac{3g(r_c)}{r_c^4} -\frac{3h(r_c)}{r_c^3} +\frac{s(r_c)}{r_c^2} \right)$ \\ |
1060 |
|
% |
1061 |
|
$w_l(r)$ & |
1062 |
|
$\frac{d v_{42}}{dr} -\frac{2v_{42}(r)}{r}$ & |
1063 |
|
$\left(-\frac{15g_4(r)}{r^4} +\frac{15h_4(r)}{r^3} -\frac{6s_4(r)}{r^2} +\frac{t_4(r)}{r} \right)$ & |
1064 |
< |
$\left(-\frac{9g(r)}{r^4} +\frac{9h(r)}{r^3} -\frac{4s(r)}{r^2} +\frac{t(r)}{r} \right)$ \\ |
1065 |
< |
&&& $~~~ -\left(-\frac{9g(r_c)}{r_c^4} +\frac{9h(r_c)}{r_c^3} -\frac{4s(r_c)}{r_c^2} +\frac{t(r_c)}{r_c} \right) |
1066 |
< |
-\frac{2v_{42}(r)}{r}$\\ |
1064 |
> |
$\left(-\frac{9g(r)}{r^4} +\frac{9h(r)}{r^3} -\frac{4s(r)}{r^2} |
1065 |
> |
+\frac{t(r)}{r} \right) -\frac{2v_{42}(r)}{r}$& |
1066 |
> |
SP$-\left(-\frac{9g(r_c)}{r_c^4} +\frac{9h(r_c)}{r_c^3} -\frac{4s(r_c)}{r_c^2} +\frac{t(r_c)}{r_c} \right)$\\ |
1067 |
|
% |
1068 |
|
$w_m(r)$ & |
1069 |
|
$\frac{d v_{43}}{dr} -\frac{4v_{43}(r)}{r}$& |
1070 |
< |
$\left(\frac{105g_4(r)}{r^4} - \frac{105h_4(r)}{r^3} + \frac{45s_4(r)}{r^2} - \frac{10t_4(r)}{r} +u_4(r) \right)$ & |
1071 |
< |
$\left(\frac{45g(r)}{r^4} -\frac{45h(r)}{r^3} +\frac{21s(r)}{r^2} -\frac{6t(r)}{r} +u(r) \right)$\\ |
1072 |
< |
&&& $~~~- \left(\frac{45g(r_c)}{r_c^4} -\frac{45h(r_c)}{r_c^3} |
1073 |
< |
+\frac{21s(r_c)}{r_c^2} -\frac{6t(r_c)}{r_c} +u(r_c) \right) $\\ |
1074 |
< |
&&& $~~~-\frac{4v_{43}(r)}{r}$ \\ |
1070 |
> |
$\left(\frac{105g_4(r)}{r^4} - \frac{105h_4(r)}{r^3} \right.$ & |
1071 |
> |
$\left(\frac{45g(r)}{r^4} -\frac{45h(r)}{r^3} +\frac{21s(r)}{r^2}\right.$ & |
1072 |
> |
SP $- \left(\frac{45g(r_c)}{r_c^4} -\frac{45h(r_c)}{r_c^3}\right.$ \\ |
1073 |
> |
&& $~~~\left.+ \frac{45s_4(r)}{r^2} - \frac{10t_4(r)}{r} +u_4(r) \right)$ |
1074 |
> |
& $~~~\left. -\frac{6t(r)}{r} +u(r) \right) -\frac{4v_{43}(r)}{r}$ & |
1075 |
> |
$\phantom{SP-} \left.+\frac{21s(r_c)}{r_c^2} -\frac{6t(r_c)}{r_c} +u(r_c) \right) $\\ |
1076 |
|
% |
1077 |
|
$w_n(r)$ & |
1078 |
|
$\frac{v_{42}(r)}{r}$ & |
1079 |
|
$\left(\frac{3g_4(r)}{r^4} -\frac{3h_4(r)}{r^3} +\frac{s_4(r)}{r^2} \right)$ & |
1080 |
+ |
$\frac{v_{42}(r)}{r}$& |
1081 |
|
$\frac{v_{42}(r)}{r}$\\ |
1082 |
|
% |
1083 |
|
$w_o(r)$ & |
1084 |
|
$\frac{v_{43}(r)}{r}$& |
1085 |
|
$\left(-\frac{15g_4(r)}{r^4} +\frac{15h_4(r)}{r^3} -\frac{6s_4(r)}{r^2} +\frac{t_4(r)}{r} \right)$ & |
1086 |
+ |
$\frac{v_{43}(r)}{r}$& |
1087 |
|
$\frac{v_{43}(r)}{r}$ \\ \hline |
1088 |
|
% |
1089 |
|
|
1105 |
|
\quad \text{and} \quad F_{\bf b \alpha} |
1106 |
|
= - \hat{r}_\alpha \frac{\partial U_{C_{\bf a}C_{\bf b}}} {\partial r} . |
1107 |
|
\end{equation} |
985 |
– |
% |
986 |
– |
Obtaining the force from the interaction energy expressions is the |
987 |
– |
same for higher-order multipole interactions -- the trick is to make |
988 |
– |
sure that all $r$-dependent derivatives are considered. This is |
989 |
– |
straighforward if the interaction energies are written explicitly in |
990 |
– |
terms of $\hat{r}$ and the body axes ($\hat{a}_m$, |
991 |
– |
$\hat{b}_n$) : |
992 |
– |
% |
993 |
– |
\begin{equation} |
994 |
– |
U(r,\{\hat{a}_m \cdot \hat{r} \}, |
995 |
– |
\{\hat{b}_n\cdot \hat{r} \}, |
996 |
– |
\{\hat{a}_m \cdot \hat{b}_n \}) . |
997 |
– |
\label{ugeneral} |
998 |
– |
\end{equation} |
999 |
– |
% |
1000 |
– |
Allen and Germano,\cite{Allen:2006fk} showed that if the energy is |
1001 |
– |
written in this form, the forces come out relatively cleanly, |
1002 |
– |
% |
1003 |
– |
\begin{equation} |
1004 |
– |
\mathbf{F}_{\bf a}=-\mathbf{F}_{\bf b} = \frac{\partial U}{\partial \mathbf{r}} |
1005 |
– |
= \frac{\partial U}{\partial r} \hat{r} |
1006 |
– |
+ \sum_m \left[ |
1007 |
– |
\frac{\partial U}{\partial (\hat{a}_m \cdot \hat{r})} |
1008 |
– |
\frac { \partial (\hat{a}_m \cdot \hat{r})}{\partial \mathbf{r}} |
1009 |
– |
+ \frac{\partial U}{\partial (\hat{b}_m \cdot \hat{r})} |
1010 |
– |
\frac { \partial (\hat{b}_m \cdot \hat{r})}{\partial \mathbf{r}} |
1011 |
– |
\right] \label{forceequation}. |
1012 |
– |
\end{equation} |
1013 |
– |
% |
1014 |
– |
Note that our definition of $\mathbf{r}=\mathbf{r}_b - \mathbf{r}_b $ |
1015 |
– |
is opposite in sign to that of Allen and Germano.\cite{Allen:2006fk} |
1016 |
– |
In simplifying the algebra, we have also used: |
1017 |
– |
% |
1018 |
– |
\begin{align} |
1019 |
– |
\frac { \partial (\hat{a}_m \cdot \hat{r})}{\partial \mathbf{r}} |
1020 |
– |
=& \frac{1}{r} \left( \hat{a}_m - (\hat{a}_m \cdot \hat{r})\hat{r} |
1021 |
– |
\right) \\ |
1022 |
– |
\frac { \partial (\hat{b}_m \cdot \hat{r})}{\partial \mathbf{r}} |
1023 |
– |
=& \frac{1}{r} \left( \hat{b}_m - (\hat{b}_m \cdot \hat{r})\hat{r} |
1024 |
– |
\right) . |
1025 |
– |
\end{align} |
1108 |
|
% |
1109 |
|
We list below the force equations written in terms of lab-frame |
1110 |
< |
coordinates. The radial functions used in the two methods are listed |
1110 |
> |
coordinates. The radial functions used in the three methods are listed |
1111 |
|
in Table \ref{tab:tableFORCE} |
1112 |
|
% |
1113 |
|
%SPACE COORDINATES FORCE EQUATIONS |
1216 |
|
\begin{split} |
1217 |
|
\mathbf{F}_{{\bf a}Q_{\bf a}Q_{\bf b}} =& |
1218 |
|
\Bigl[ |
1219 |
< |
\text{Tr}\mathbf{Q}_{\mathbf{a}} \text{Tr}\mathbf{Q}_{\mathbf{b}} \hat{r} |
1220 |
< |
+ 2 \text{Tr} ( \mathbf{Q}_{\mathbf{a}} \cdot \mathbf{Q}_{\mathbf{b}} ) \Bigr] w_k(r) \hat{r} \\ |
1219 |
> |
\text{Tr}\mathbf{Q}_{\mathbf{a}} \text{Tr}\mathbf{Q}_{\mathbf{b}} |
1220 |
> |
+ 2 \mathbf{Q}_{\mathbf{a}} : \mathbf{Q}_{\mathbf{b}} \Bigr] w_k(r) \hat{r} \\ |
1221 |
|
% 2 |
1222 |
|
&+ \Bigl[ |
1223 |
|
2\text{Tr}\mathbf{Q}_{\mathbf{b}} (\hat{r} \cdot \mathbf{Q}_{\mathbf{a}} ) |
1253 |
|
% Torques SECTION ----------------------------------------------------------------------------------------- |
1254 |
|
% |
1255 |
|
\subsection{Torques} |
1256 |
< |
When energies are written in the form of Eq.~({\ref{ugeneral}), then |
1175 |
< |
torques can be found in a relatively straightforward |
1176 |
< |
manner,\cite{Allen:2006fk} |
1256 |
> |
|
1257 |
|
% |
1258 |
< |
\begin{eqnarray} |
1259 |
< |
\mathbf{\tau}_{\bf a} = |
1180 |
< |
\sum_m |
1181 |
< |
\frac{\partial U}{\partial (\hat{a}_m \cdot \hat{r})} |
1182 |
< |
( \hat{r} \times \hat{a}_m ) |
1183 |
< |
-\sum_{mn} |
1184 |
< |
\frac{\partial U}{\partial (\hat{a}_m \cdot \hat{b}_n)} |
1185 |
< |
(\hat{a}_m \times \hat{b}_n) \\ |
1186 |
< |
% |
1187 |
< |
\mathbf{\tau}_{\bf b} = |
1188 |
< |
\sum_m |
1189 |
< |
\frac{\partial U}{\partial (\hat{b}_m \cdot \hat{r})} |
1190 |
< |
( \hat{r} \times \hat{b}_m) |
1191 |
< |
+\sum_{mn} |
1192 |
< |
\frac{\partial U}{\partial (\hat{a}_m \cdot \hat{b}_n)} |
1193 |
< |
(\hat{a}_m \times \hat{b}_n) . |
1194 |
< |
\end{eqnarray} |
1258 |
> |
The torques for the three methods are given in space-frame |
1259 |
> |
coordinates: |
1260 |
|
% |
1261 |
|
% |
1197 |
– |
The torques for both the Taylor-Shifted as well as Gradient-Shifted |
1198 |
– |
methods are given in space-frame coordinates: |
1199 |
– |
% |
1200 |
– |
% |
1262 |
|
\begin{align} |
1263 |
|
\mathbf{\tau}_{{\bf b}C_{\bf a}D_{\bf b}} =& |
1264 |
|
C_{\bf a} (\hat{r} \times \mathbf{D}_{\mathbf{b}}) v_{11}(r) \\ |
1404 |
|
\left[\mathbf{A}_{\alpha+1,\beta} \mathbf{B}_{\alpha+2,\beta} |
1405 |
|
-\mathbf{A}_{\alpha+2,\beta} \mathbf{B}_{\alpha+2,\beta} |
1406 |
|
\right] |
1407 |
+ |
\label{eq:matrixCross} |
1408 |
|
\end{equation} |
1409 |
|
where $\alpha+1$ and $\alpha+2$ are regarded as cyclic |
1410 |
|
permuations of the matrix indices. |
1411 |
|
|
1412 |
|
All of the radial functions required for torques are identical with |
1413 |
|
the radial functions previously computed for the interaction energies. |
1414 |
< |
These are tabulated for both shifted force methods in table |
1414 |
> |
These are tabulated for all three methods in table |
1415 |
|
\ref{tab:tableenergy}. The torques for higher multipoles on site |
1416 |
|
$\mathbf{a}$ interacting with those of lower order on site |
1417 |
|
$\mathbf{b}$ can be obtained by swapping indices in the expressions |
1423 |
|
computer simulations, it is vital to test against established methods |
1424 |
|
for computing electrostatic interactions in periodic systems, and to |
1425 |
|
evaluate the size and sources of any errors that arise from the |
1426 |
< |
real-space cutoffs. In this paper we test Taylor-shifted and |
1427 |
< |
Gradient-shifted electrostatics against analytical methods for |
1428 |
< |
computing the energies of ordered multipolar arrays. In the following |
1429 |
< |
paper, we test the new methods against the multipolar Ewald sum for |
1430 |
< |
computing the energies, forces and torques for a wide range of typical |
1431 |
< |
condensed-phase (disordered) systems. |
1426 |
> |
real-space cutoffs. In this paper we test SP, TSF, and GSF |
1427 |
> |
electrostatics against analytical methods for computing the energies |
1428 |
> |
of ordered multipolar arrays. In the following paper, we test the new |
1429 |
> |
methods against the multipolar Ewald sum for computing the energies, |
1430 |
> |
forces and torques for a wide range of typical condensed-phase |
1431 |
> |
(disordered) systems. |
1432 |
|
|
1433 |
|
Because long-range electrostatic effects can be significant in |
1434 |
|
crystalline materials, ordered multipolar arrays present one of the |
1438 |
|
magnetization and obtained a number of these constants.\cite{Sauer} |
1439 |
|
This theory was developed more completely by Luttinger and |
1440 |
|
Tisza\cite{LT,LT2} who tabulated energy constants for the Sauer arrays |
1441 |
< |
and other periodic structures. We have repeated the Luttinger \& |
1380 |
< |
Tisza series summations to much higher order and obtained the energy |
1381 |
< |
constants (converged to one part in $10^9$) in table \ref{tab:LT}. |
1441 |
> |
and other periodic structures. |
1442 |
|
|
1443 |
< |
\begin{table*}[h] |
1444 |
< |
\centering{ |
1445 |
< |
\caption{Luttinger \& Tisza arrays and their associated |
1446 |
< |
energy constants. Type "A" arrays have nearest neighbor strings of |
1447 |
< |
antiparallel dipoles. Type "B" arrays have nearest neighbor |
1448 |
< |
strings of antiparallel dipoles if the dipoles are contained in a |
1449 |
< |
plane perpendicular to the dipole direction that passes through |
1390 |
< |
the dipole.} |
1391 |
< |
} |
1392 |
< |
\label{tab:LT} |
1393 |
< |
\begin{ruledtabular} |
1394 |
< |
\begin{tabular}{cccc} |
1395 |
< |
Array Type & Lattice & Dipole Direction & Energy constants \\ \hline |
1396 |
< |
A & SC & 001 & -2.676788684 \\ |
1397 |
< |
A & BCC & 001 & 0 \\ |
1398 |
< |
A & BCC & 111 & -1.770078733 \\ |
1399 |
< |
A & FCC & 001 & 2.166932835 \\ |
1400 |
< |
A & FCC & 011 & -1.083466417 \\ |
1401 |
< |
B & SC & 001 & -2.676788684 \\ |
1402 |
< |
B & BCC & 001 & -1.338394342 \\ |
1403 |
< |
B & BCC & 111 & -1.770078733 \\ |
1404 |
< |
B & FCC & 001 & -1.083466417 \\ |
1405 |
< |
B & FCC & 011 & -1.807573634 \\ |
1406 |
< |
-- & BCC & minimum & -1.985920929 \\ |
1407 |
< |
\end{tabular} |
1408 |
< |
\end{ruledtabular} |
1409 |
< |
\end{table*} |
1410 |
< |
|
1411 |
< |
In addition to the A and B arrays, there is an additional minimum |
1443 |
> |
To test the new electrostatic methods, we have constructed very large, |
1444 |
> |
$N=$ 16,000~(bcc) arrays of dipoles in the orientations described in |
1445 |
> |
Ref. \onlinecite{LT}. These structures include ``A'' lattices with |
1446 |
> |
nearest neighbor chains of antiparallel dipoles, as well as ``B'' |
1447 |
> |
lattices with nearest neighbor strings of antiparallel dipoles if the |
1448 |
> |
dipoles are contained in a plane perpendicular to the dipole direction |
1449 |
> |
that passes through the dipole. We have also studied the minimum |
1450 |
|
energy structure for the BCC lattice that was found by Luttinger \& |
1451 |
< |
Tisza. The total electrostatic energy for any of the arrays is given |
1452 |
< |
by: |
1451 |
> |
Tisza. The total electrostatic energy density for any of the arrays |
1452 |
> |
is given by: |
1453 |
|
\begin{equation} |
1454 |
|
E = C N^2 \mu^2 |
1455 |
|
\end{equation} |
1456 |
< |
where $C$ is the energy constant given in table \ref{tab:LT}, $N$ is |
1457 |
< |
the number of dipoles per unit volume, and $\mu$ is the strength of |
1458 |
< |
the dipole. |
1456 |
> |
where $C$ is the energy constant (equivalent to the Madelung |
1457 |
> |
constant), $N$ is the number of dipoles per unit volume, and $\mu$ is |
1458 |
> |
the strength of the dipole. Energy constants (converged to 1 part in |
1459 |
> |
$10^9$) are given in the supplemental information. |
1460 |
|
|
1461 |
< |
To test the new electrostatic methods, we have constructed very large, |
1462 |
< |
$N$ = 8,000~(sc), 16,000~(bcc), or 32,000~(fcc) arrays of dipoles in |
1463 |
< |
the orientations described in table \ref{tab:LT}. For the purposes of |
1464 |
< |
testing the energy expressions and the self-neutralization schemes, |
1465 |
< |
the primary quantity of interest is the analytic energy constant for |
1466 |
< |
the perfect arrays. Convergence to these constants are shown as a |
1467 |
< |
function of both the cutoff radius, $r_c$, and the damping parameter, |
1468 |
< |
$\alpha$ in Figs. \ref{fig:energyConstVsCutoff} and XXX. We have |
1469 |
< |
simultaneously tested a hard cutoff (where the kernel is simply |
1470 |
< |
truncated at the cutoff radius), as well as a shifted potential (SP) |
1471 |
< |
form which includes a potential-shifting and self-interaction term, |
1433 |
< |
but does not shift the forces and torques smoothly at the cutoff |
1434 |
< |
radius. |
1461 |
> |
\begin{figure} |
1462 |
> |
\includegraphics[width=\linewidth]{Dipoles_rCutNew.pdf} |
1463 |
> |
\caption{Convergence of the lattice energy constants as a function of |
1464 |
> |
cutoff radius (normalized by the lattice constant, $a$) for the new |
1465 |
> |
real-space methods. Three dipolar crystal structures were sampled, |
1466 |
> |
and the analytic energy constants for the three lattices are |
1467 |
> |
indicated with grey dashed lines. The left panel shows results for |
1468 |
> |
the undamped kernel ($1/r$), while the damped error function kernel, |
1469 |
> |
$B_0(r)$ was used in the right panel.} |
1470 |
> |
\label{fig:Dipoles_rCut} |
1471 |
> |
\end{figure} |
1472 |
|
|
1473 |
|
\begin{figure} |
1474 |
< |
\includegraphics[width=4.5in]{energyConstVsCutoff} |
1475 |
< |
\caption{Convergence to the analytic energy constants as a function of |
1476 |
< |
cutoff radius (normalized by the lattice constant) for the different |
1477 |
< |
real-space methods. The two crystals shown here are the ``B'' array |
1478 |
< |
for bcc crystals with the dipoles along the 001 direction (upper), |
1479 |
< |
as well as the minimum energy bcc lattice (lower). The analytic |
1480 |
< |
energy constants are shown as a grey dashed line. The left panel |
1481 |
< |
shows results for the undamped kernel ($1/r$), while the damped |
1445 |
< |
error function kernel, $B_0(r)$ was used in the right panel. } |
1446 |
< |
\label{fig:energyConstVsCutoff} |
1474 |
> |
\includegraphics[width=\linewidth]{Dipoles_alphaNew.pdf} |
1475 |
> |
\caption{Convergence to the lattice energy constants as a function of |
1476 |
> |
the reduced damping parameter ($\alpha^* = \alpha a$) for the |
1477 |
> |
different real-space methods in the same three dipolar crystals in |
1478 |
> |
Figure \ref{fig:Dipoles_rCut}. The left panel shows results for a |
1479 |
> |
relatively small cutoff radius ($r_c = 4.5 a$) while a larger cutoff |
1480 |
> |
radius ($r_c = 6 a$) was used in the right panel. } |
1481 |
> |
\label{fig:Dipoles_alpha} |
1482 |
|
\end{figure} |
1483 |
|
|
1484 |
< |
The Hard cutoff exhibits oscillations around the analytic energy |
1485 |
< |
constants, and converges to incorrect energies when the complementary |
1486 |
< |
error function damping kernel is used. The shifted potential (SP) and |
1487 |
< |
gradient-shifted force (GSF) approximations converge to the correct |
1488 |
< |
energy smoothly by $r_c / 6 a$ even for the undamped case. This |
1489 |
< |
indicates that the correction provided by the self term is required |
1490 |
< |
for obtaining accurate energies. The Taylor-shifted force (TSF) |
1491 |
< |
approximation appears to perturb the potential too much inside the |
1457 |
< |
cutoff region to provide accurate measures of the energy constants. |
1484 |
> |
For the purposes of testing the energy expressions and the |
1485 |
> |
self-neutralization schemes, the primary quantity of interest is the |
1486 |
> |
analytic energy constant for the perfect arrays. Convergence to these |
1487 |
> |
constants are shown as a function of both the cutoff radius, $r_c$, |
1488 |
> |
and the damping parameter, $\alpha$ in Figs.\ref{fig:Dipoles_rCut} |
1489 |
> |
and \ref{fig:Dipoles_alpha}. We have simultaneously tested a hard |
1490 |
> |
cutoff (where the kernel is simply truncated at the cutoff radius) in |
1491 |
> |
addition to the three new methods. |
1492 |
|
|
1493 |
+ |
The hard cutoff exhibits oscillations around the analytic energy |
1494 |
+ |
constants, and converges to incorrect energies when the complementary |
1495 |
+ |
error function damping kernel is used. The shifted potential (SP) |
1496 |
+ |
converges to the correct energy smoothly by $r_c = 4.5 a$ even for the |
1497 |
+ |
undamped case. This indicates that the shifting and the correction |
1498 |
+ |
provided by the self term are required for obtaining accurate energies. |
1499 |
+ |
The Taylor-shifted force (TSF) approximation appears to perturb the |
1500 |
+ |
potential too much inside the cutoff region to provide accurate |
1501 |
+ |
measures of the energy constants. GSF is a compromise, converging to |
1502 |
+ |
the correct energies within $r_c = 6 a$. |
1503 |
|
|
1504 |
|
{\it Quadrupolar} analogues to the Madelung constants were first |
1505 |
|
worked out by Nagai and Nakamura who computed the energies of selected |
1506 |
|
quadrupole arrays based on extensions to the Luttinger and Tisza |
1507 |
< |
approach.\cite{Nagai01081960,Nagai01091963} We have compared the |
1464 |
< |
energy constants for the lowest energy configurations for linear |
1465 |
< |
quadrupoles shown in table \ref{tab:NNQ} |
1507 |
> |
approach.\cite{Nagai01081960,Nagai01091963} |
1508 |
|
|
1467 |
– |
\begin{table*} |
1468 |
– |
\centering{ |
1469 |
– |
\caption{Nagai and Nakamura Quadurpolar arrays}} |
1470 |
– |
\label{tab:NNQ} |
1471 |
– |
\begin{ruledtabular} |
1472 |
– |
\begin{tabular}{ccc} |
1473 |
– |
Lattice & Quadrupole Direction & Energy constants \\ \hline |
1474 |
– |
SC & 111 & -8.3 \\ |
1475 |
– |
BCC & 011 & -21.7 \\ |
1476 |
– |
FCC & 111 & -80.5 |
1477 |
– |
\end{tabular} |
1478 |
– |
\end{ruledtabular} |
1479 |
– |
\end{table*} |
1480 |
– |
|
1509 |
|
In analogy to the dipolar arrays, the total electrostatic energy for |
1510 |
|
the quadrupolar arrays is: |
1511 |
|
\begin{equation} |
1512 |
< |
E = C \frac{3}{4} N^2 Q^2 |
1512 |
> |
E = C N \frac{3\bar{Q}^2}{4a^5} |
1513 |
|
\end{equation} |
1514 |
< |
where $Q$ is the quadrupole moment. |
1514 |
> |
where $a$ is the lattice parameter, and $\bar{Q}$ is the effective |
1515 |
> |
quadrupole moment, |
1516 |
> |
\begin{equation} |
1517 |
> |
\bar{Q}^2 = 2 \left(3 Q : Q - (\text{Tr} Q)^2 \right) |
1518 |
> |
\end{equation} |
1519 |
> |
for the primitive quadrupole as defined in Eq. \ref{eq:quadrupole}. |
1520 |
> |
(For the traceless quadrupole tensor, $\Theta = 3 Q - \text{Tr} Q$, |
1521 |
> |
the effective moment, $\bar{Q}^2 = \frac{2}{3} \Theta : \Theta$.) |
1522 |
|
|
1523 |
+ |
To test the new electrostatic methods for quadrupoles, we have |
1524 |
+ |
constructed very large, $N=$ 8,000~(sc), 16,000~(bcc), and |
1525 |
+ |
32,000~(fcc) arrays of linear quadrupoles in the orientations |
1526 |
+ |
described in Ref. \onlinecite{Nagai01081960}. We have compared the |
1527 |
+ |
energy constants for these low-energy configurations for linear |
1528 |
+ |
quadrupoles. Convergence to these constants are shown as a function of |
1529 |
+ |
both the cutoff radius, $r_c$, and the damping parameter, $\alpha$ in |
1530 |
+ |
Figs.~\ref{fig:Quadrupoles_rCut} and \ref{fig:Quadrupoles_alpha}. |
1531 |
+ |
|
1532 |
+ |
\begin{figure} |
1533 |
+ |
\includegraphics[width=\linewidth]{Quadrupoles_rcutConvergence.pdf} |
1534 |
+ |
\caption{Convergence of the lattice energy constants as a function of |
1535 |
+ |
cutoff radius (normalized by the lattice constant, $a$) for the new |
1536 |
+ |
real-space methods. Three quadrupolar crystal structures were |
1537 |
+ |
sampled, and the analytic energy constants for the three lattices |
1538 |
+ |
are indicated with grey dashed lines. The left panel shows results |
1539 |
+ |
for the undamped kernel ($1/r$), while the damped error function |
1540 |
+ |
kernel, $B_0(r)$ was used in the right panel.} |
1541 |
+ |
\label{fig:Quadrupoles_rCut} |
1542 |
+ |
\end{figure} |
1543 |
+ |
|
1544 |
+ |
|
1545 |
+ |
\begin{figure}[!htbp] |
1546 |
+ |
\includegraphics[width=\linewidth]{Quadrupoles_newAlpha.pdf} |
1547 |
+ |
\caption{Convergence to the lattice energy constants as a function of |
1548 |
+ |
the reduced damping parameter ($\alpha^* = \alpha a$) for the |
1549 |
+ |
different real-space methods in the same three quadrupolar crystals |
1550 |
+ |
in Figure \ref{fig:Quadrupoles_rCut}. The left panel shows |
1551 |
+ |
results for a relatively small cutoff radius ($r_c = 4.5 a$) while a |
1552 |
+ |
larger cutoff radius ($r_c = 6 a$) was used in the right panel. } |
1553 |
+ |
\label{fig:Quadrupoles_alpha} |
1554 |
+ |
\end{figure} |
1555 |
+ |
|
1556 |
+ |
Again, we find that the hard cutoff exhibits oscillations around the |
1557 |
+ |
analytic energy constants. The shifted potential (SP) approximation |
1558 |
+ |
converges to the correct energy smoothly by $r_c = 3 a$ even for the |
1559 |
+ |
undamped case. The Taylor-shifted force (TSF) approximation again |
1560 |
+ |
appears to perturb the potential too much inside the cutoff region to |
1561 |
+ |
provide accurate measures of the energy constants. GSF again provides |
1562 |
+ |
a compromise between the two methods -- energies are converged by $r_c |
1563 |
+ |
= 4.5 a$, and the approximation is not as perturbative at short range |
1564 |
+ |
as TSF. |
1565 |
+ |
|
1566 |
+ |
It is also useful to understand the convergence to the lattice energy |
1567 |
+ |
constants as a function of the reduced damping parameter ($\alpha^* = |
1568 |
+ |
\alpha a$) for the different real-space methods. |
1569 |
+ |
Figures. \ref{fig:Dipoles_alpha} and \ref{fig:Quadrupoles_alpha} show |
1570 |
+ |
this comparison for the dipolar and quadrupolar lattices, |
1571 |
+ |
respectively. All of the methods (except for TSF) have excellent |
1572 |
+ |
behavior for the undamped or weakly-damped cases. All of the methods |
1573 |
+ |
can be forced to converge by increasing the value of $\alpha$, which |
1574 |
+ |
effectively shortens the overall range of the potential by equalizing |
1575 |
+ |
the truncation effects on the different orientational contributions. |
1576 |
+ |
In the second paper in the series, we discuss how large values of |
1577 |
+ |
$\alpha$ can perturb the force and torque vectors, but both |
1578 |
+ |
weakly-damped or over-damped electrostatics appear to generate |
1579 |
+ |
reasonable values for the total electrostatic energies under both the |
1580 |
+ |
SP and GSF approximations. |
1581 |
+ |
|
1582 |
|
\section{Conclusion} |
1583 |
< |
We have presented two efficient real-space methods for computing the |
1584 |
< |
interactions between point multipoles. These methods have the benefit |
1585 |
< |
of smoothly truncating the energies, forces, and torques at the cutoff |
1586 |
< |
radius, making them attractive for both molecular dynamics (MD) and |
1587 |
< |
Monte Carlo (MC) simulations. We find that the Gradient-Shifted Force |
1588 |
< |
(GSF) and the Shifted-Potential (SP) methods converge rapidly to the |
1589 |
< |
correct lattice energies for ordered dipolar and quadrupolar arrays, |
1590 |
< |
while the Taylor-Shifted Force (TSF) is too severe an approximation to |
1591 |
< |
provide accurate convergence to lattice energies. |
1583 |
> |
We have presented three efficient real-space methods for computing the |
1584 |
> |
interactions between point multipoles. One of these (SP) is a |
1585 |
> |
multipolar generalization of Wolf's method that smoothly shifts |
1586 |
> |
electrostatic energies to zero at the cutoff radius. Two of these |
1587 |
> |
methods (GSF and TSF) also smoothly truncate the forces and torques |
1588 |
> |
(in addition to the energies) at the cutoff radius, making them |
1589 |
> |
attractive for both molecular dynamics and Monte Carlo simulations. We |
1590 |
> |
find that the Gradient-Shifted Force (GSF) and the Shifted-Potential |
1591 |
> |
(SP) methods converge rapidly to the correct lattice energies for |
1592 |
> |
ordered dipolar and quadrupolar arrays, while the Taylor-Shifted Force |
1593 |
> |
(TSF) is too severe an approximation to provide accurate convergence |
1594 |
> |
to lattice energies. |
1595 |
|
|
1596 |
|
In most cases, GSF can obtain nearly quantitative agreement with the |
1597 |
|
lattice energy constants with reasonably small cutoff radii. The only |
1603 |
|
crystals with net-zero moments, so this is not expected to be an issue |
1604 |
|
in most simulations. |
1605 |
|
|
1606 |
+ |
The techniques used here to derive the force, torque and energy |
1607 |
+ |
expressions can be extended to higher order multipoles, although some |
1608 |
+ |
of the objects (e.g. the matrix cross product in |
1609 |
+ |
Eq. \ref{eq:matrixCross}) will need to be generalized for higher-rank |
1610 |
+ |
tensors. We also note that the definitions of the multipoles used |
1611 |
+ |
here are in a primitive form, and these need some care when comparing |
1612 |
+ |
with experiment or other computational techniques. |
1613 |
+ |
|
1614 |
|
In large systems, these new methods can be made to scale approximately |
1615 |
|
linearly with system size, and detailed comparisons with the Ewald sum |
1616 |
|
for a wide range of chemical environments follows in the second paper. |
1618 |
|
\begin{acknowledgments} |
1619 |
|
JDG acknowledges helpful discussions with Christopher |
1620 |
|
Fennell. Support for this project was provided by the National |
1621 |
< |
Science Foundation under grant CHE-0848243. Computational time was |
1621 |
> |
Science Foundation under grant CHE-1362211. Computational time was |
1622 |
|
provided by the Center for Research Computing (CRC) at the |
1623 |
|
University of Notre Dame. |
1624 |
|
\end{acknowledgments} |
1657 |
|
\text{e}^{-{\alpha}^2r^2} |
1658 |
|
\right] , |
1659 |
|
\end{equation} |
1660 |
< |
is very useful for building up higher derivatives. Using these |
1661 |
< |
formulas, we find: |
1660 |
> |
is very useful for building up higher derivatives. As noted by Smith, |
1661 |
> |
it is possible to approximate the $B_l(r)$ functions, |
1662 |
|
% |
1558 |
– |
\begin{align} |
1559 |
– |
\frac{dB_0}{dr}=&-rB_1(r) \\ |
1560 |
– |
\frac{d^2B_0}{dr^2}=& - B_1(r) + r^2 B_2(r) \\ |
1561 |
– |
\frac{d^3B_0}{dr^3}=& 3 r B_2(r) - r^3 B_3(r) \\ |
1562 |
– |
\frac{d^4B_0}{dr^4}=& 3 B_2(r) - 6 r^2 B_3(r) + r^4 B_4(r) \\ |
1563 |
– |
\frac{d^5B_0}{dr^5}=& - 15 r B_3(r) + 10 r^3 B_4(r) - r^5 B_5(r) . |
1564 |
– |
\end{align} |
1565 |
– |
% |
1566 |
– |
As noted by Smith, it is possible to approximate the $B_l(r)$ |
1567 |
– |
functions, |
1568 |
– |
% |
1663 |
|
\begin{equation} |
1664 |
|
B_l(r)=\frac{(2l)!}{l!2^lr^{2l+1}} - \frac {(2\alpha^2)^{l+1}}{(2l+1)\alpha \sqrt{\pi}} |
1665 |
|
+\text{O}(r) . |
1666 |
|
\end{equation} |
1667 |
|
\newpage |
1668 |
|
\section{The $r$-dependent factors for TSF electrostatics} |
1669 |
+ |
\label{radialTSF} |
1670 |
|
|
1671 |
|
Using the shifted damped functions $f_n(r)$ defined by: |
1672 |
|
% |
1704 |
|
\begin{equation} |
1705 |
|
u_4(r)=B_0^{(5)}(r) - B_0^{(5)}(r_c) . |
1706 |
|
\end{equation} |
1707 |
< |
|
1707 |
> |
% The functions |
1708 |
> |
% needed are listed schematically below: |
1709 |
> |
% % |
1710 |
> |
% \begin{eqnarray} |
1711 |
> |
% f_0 \quad f_1 \qquad \qquad \quad & \nonumber \\ |
1712 |
> |
% g_0 \quad g_1 \quad g_2 \quad g_3 \quad &g_4 \nonumber \\ |
1713 |
> |
% h_1 \quad h_2 \quad h_3 \quad &h_4 \nonumber \\ |
1714 |
> |
% s_2 \quad s_3 \quad &s_4 \nonumber \\ |
1715 |
> |
% t_3 \quad &t_4 \nonumber \\ |
1716 |
> |
% &u_4 \nonumber . |
1717 |
> |
% \end{eqnarray} |
1718 |
|
The functions $f_n(r)$ to $u_n(r)$ can be computed recursively and |
1719 |
< |
stored on a grid for values of $r$ from $0$ to $r_c$. The functions |
1720 |
< |
needed are listed schematically below: |
1719 |
> |
stored on a grid for values of $r$ from $0$ to $r_c$. Using these |
1720 |
> |
functions, we find |
1721 |
|
% |
1617 |
– |
\begin{eqnarray} |
1618 |
– |
f_0 \quad f_1 \qquad \qquad \quad & \nonumber \\ |
1619 |
– |
g_0 \quad g_1 \quad g_2 \quad g_3 \quad &g_4 \nonumber \\ |
1620 |
– |
h_1 \quad h_2 \quad h_3 \quad &h_4 \nonumber \\ |
1621 |
– |
s_2 \quad s_3 \quad &s_4 \nonumber \\ |
1622 |
– |
t_3 \quad &t_4 \nonumber \\ |
1623 |
– |
&u_4 \nonumber . |
1624 |
– |
\end{eqnarray} |
1625 |
– |
|
1626 |
– |
Using these functions, we find |
1627 |
– |
% |
1722 |
|
\begin{align} |
1723 |
|
\frac{\partial f_n}{\partial r_\alpha} =&r_\alpha \frac {g_n}{r} \label{eq:b9}\\ |
1724 |
|
\frac{\partial^2 f_n}{\partial r_\alpha \partial r_\beta} =&\delta_{\alpha \beta}\frac {g_n}{r} |
1725 |
|
+r_\alpha r_\beta \left( -\frac{g_n}{r^3} +\frac{h_n}{r^2}\right) \\ |
1726 |
< |
\frac{\partial^3 f_n}{\partial r_\alpha \partial r_\beta r_\gamma} =& |
1726 |
> |
\frac{\partial^3 f_n}{\partial r_\alpha \partial r_\beta \partial r_\gamma} =& |
1727 |
|
\left( \delta_{\alpha \beta} r_\gamma + \delta_{\alpha \gamma} r_\beta + |
1728 |
|
\delta_{ \beta \gamma} r_\alpha \right) |
1729 |
< |
\left( -\frac{g_n}{r^3} +\frac{h_n}{r^2} \right) |
1730 |
< |
+ r_\alpha r_\beta r_\gamma |
1729 |
> |
\left( -\frac{g_n}{r^3} +\frac{h_n}{r^2} \right) \nonumber \\ |
1730 |
> |
& + r_\alpha r_\beta r_\gamma |
1731 |
|
\left( \frac{3g_n}{r^5}-\frac{3h_n}{r^4} +\frac{s_n}{r^3} \right) \\ |
1732 |
< |
\frac{\partial^4 f_n}{\partial r_\alpha \partial r_\beta r_\gamma r_\delta} =& |
1732 |
> |
\frac{\partial^4 f_n}{\partial r_\alpha \partial r_\beta \partial |
1733 |
> |
r_\gamma \partial r_\delta} =& |
1734 |
|
\left( \delta_{\alpha \beta} \delta_{\gamma \delta} |
1735 |
|
+ \delta_{\alpha \gamma} \delta_{\beta \delta} |
1736 |
|
+\delta_{ \beta \gamma} \delta_{\alpha \delta} \right) |
1743 |
|
\left( -\frac{15g_n}{r^7} + \frac{15h_n}{r^6} - \frac{6s_n}{r^5} |
1744 |
|
+ \frac{t_n}{r^4} \right)\\ |
1745 |
|
\frac{\partial^5 f_n} |
1746 |
< |
{\partial r_\alpha \partial r_\beta r_\gamma r_\delta r_\epsilon} =& |
1746 |
> |
{\partial r_\alpha \partial r_\beta \partial r_\gamma \partial |
1747 |
> |
r_\delta \partial r_\epsilon} =& |
1748 |
|
\left( \delta_{\alpha \beta} \delta_{\gamma \delta} r_\epsilon |
1749 |
|
+ \text{14 permutations} \right) |
1750 |
|
\left( \frac{3g_n}{r^5}-\frac{3h_n}{r^4} +\frac{s_n}{r^3} \right) \nonumber \\ |
1761 |
|
% |
1762 |
|
\newpage |
1763 |
|
\section{The $r$-dependent factors for GSF electrostatics} |
1764 |
+ |
\label{radialGSF} |
1765 |
|
|
1766 |
|
In Gradient-shifted force electrostatics, the kernel is not expanded, |
1767 |
< |
rather the individual terms in the multipole interaction energies. |
1768 |
< |
For damped charges , this still brings into the algebra multiple |
1769 |
< |
derivatives of the Smith's $B_0(r)$ function. To denote these terms, |
1770 |
< |
we generalize the notation of the previous appendix. For $f(r)=1/r$ |
1771 |
< |
(bare Coulomb) or $f(r)=B_0(r)$ (smeared charge) |
1767 |
> |
and the expansion is carried out on the individual terms in the |
1768 |
> |
multipole interaction energies. For damped charges, this still brings |
1769 |
> |
multiple derivatives of the Smith's $B_0(r)$ function into the |
1770 |
> |
algebra. To denote these terms, we generalize the notation of the |
1771 |
> |
previous appendix. For either $f(r)=1/r$ (undamped) or $f(r)=B_0(r)$ |
1772 |
> |
(damped), |
1773 |
|
% |
1774 |
|
\begin{align} |
1775 |
< |
g(r)=& \frac{df}{d r}\\ |
1776 |
< |
h(r)=& \frac{dg}{d r} = \frac{d^2f}{d r^2} \\ |
1777 |
< |
s(r)=& \frac{dh}{d r} = \frac{d^3f}{d r^3} \\ |
1778 |
< |
t(r)=& \frac{ds}{d r} = \frac{d^4f}{d r^4} \\ |
1779 |
< |
u(r)=& \frac{dt}{d r} = \frac{d^5f}{d r^5} . |
1775 |
> |
g(r) &= \frac{df}{d r} && &&=-\frac{1}{r^2} |
1776 |
> |
&&\mathrm{or~~~} -rB_1(r) \\ |
1777 |
> |
h(r) &= \frac{dg}{d r} &&= \frac{d^2f}{d r^2} &&= \frac{2}{r^3} &&\mathrm{or~~~}-B_1(r) + r^2 B_2(r) \\ |
1778 |
> |
s(r) &= \frac{dh}{d r} &&= \frac{d^3f}{d r^3} &&=-\frac{6}{r^4}&&\mathrm{or~~~}3rB_2(r) - r^3 B_3(r)\\ |
1779 |
> |
t(r) &= \frac{ds}{d r} &&= \frac{d^4f}{d r^4} &&= \frac{24}{r^5} &&\mathrm{or~~~} 3 |
1780 |
> |
B_2(r) - 6r^2 B_3(r) + r^4 B_4(r) \\ |
1781 |
> |
u(r) &= \frac{dt}{d r} &&= \frac{d^5f}{d r^5} &&=-\frac{120}{r^6} &&\mathrm{or~~~} -15 |
1782 |
> |
r B_3(r) + 10 r^3B_4(r) -r^5B_5(r). |
1783 |
|
\end{align} |
1784 |
|
% |
1785 |
< |
For undamped charges, $f(r)=1/r$, Table I lists these derivatives |
1786 |
< |
under the column ``Bare Coulomb.'' Equations \ref{eq:b9} to |
1787 |
< |
\ref{eq:b13} are still correct for GSF electrostatics if the subscript |
1687 |
< |
$n$ is eliminated. |
1785 |
> |
For undamped charges, Table I lists these derivatives under the Bare |
1786 |
> |
Coulomb column. Equations \ref{eq:b9} to \ref{eq:b13} are still |
1787 |
> |
correct for GSF electrostatics if the subscript $n$ is eliminated. |
1788 |
|
|
1789 |
|
\newpage |
1790 |
|
|