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ORIGINAL RESEARCH article
Front. Phys. , 30 July 2024
Sec. Condensed Matter Physics
Volume 12 - 2024 | https://doi.org/10.3389/fphy.2024.1393130
The irregular solutions of the stationary Schrödinger equation are important for the fundamental formal development of scattering theory. They are also necessary for the analytical properties of the Green function, which in practice can greatly speed up calculations. Nevertheless, they are seldom considered in numerical treatments because of their divergent behavior at origin. This divergence demands high numerical precision that is difficult to achieve, particularly for non-spherical potentials which lead to different divergence rates in the coupled angular momentum channels. Based on an unconventional treatment of boundary conditions, an integral-equation method is here developed which is capable of dealing with this problem. The available precision is illustrated by electron-density calculations for NiTi in its monoclinic B19’ structure.
The problem of the numerical solution of the stationary Schrödinger equation for a single particle has been investigated in very many scientific publications but rarely with a focus on irregular solutions. While, for spherical potentials, the separation of radial and angular variables simplifies the problem into the solution of one-dimensional radial Schrödinger equations, the situation is more complicated for non-spherical potentials. Here, the separation of variables leads to radial equations where different angular momentum components are coupled by the non-diagonal potential matrix elements. If, as usual, a cutoff is applied by restricting angular-momentum components to
It is the purpose of this paper to present an approach which is capable of treating the divergent behavior in a numerically efficient manner. The approach is based on the integral-equation method of Gonzales et al. [1], who obtained regular solutions of the radial Schrödinger by integrations using Clenshaw–Curtis quadratures [2]. The numerical solution of second-order differential equations by integral-equation methods was introduced by Greengard [3] and Greengard and Rokhlin [4], who observed that stable, high-order numerical methods exist for the solution of integral equations. For instance, evaluation of the integrals with Clenshaw–Curtis quadratures leads to spectral accuracy. Spectral accuracy means that the results converge with the inverse
The paper is organized as follows. In Section 2, the mathematical approach is presented. First, the integral equations for the coupled radial equations are defined and their boundary conditions are discussed. Then, we explain how the numerical effort can be reduced by using auxiliary integral equations and how discretization at Chebyshev collocation points leads to systems of linear algebraic equations which can be solved by standard numerical techniques. In Section 3, two examples are numerically investigated: a constant potential, for which the results are compared to the analytical results derived from the expressions given in Appendix A, and a realistic potential as it appears in all-electron density-functional electronic-structure calculations. It is shown that accurate bound-state wavefunctions and energies are obtained for constant potentials and that straightforward complex-contour integrations for calculating the electron density from the Green function can be applied. For that purpose, the correct divergence of the Green function at the origin is enforced by using unconventional boundary conditions. The numerical investigations are done with the KKRnano code of the JuKKR code package. This code is based on the full-potential screened Korringa–Kohn–Rostoker Green function method [6] and was developed for density-functional calculations for systems with thousands of atoms [7].
The coupled regular and irregular solutions of the Schrödinger equation
for the potential
and as
Here
are matrix elements of the potential and
is a matrix, which implicitly depends on the irregular solutions. The function
In these equations and throughout the paper, Rydberg atomic units are used.
The important difference between the inhomogeneous integral Eq. 2 for the regular solutions and Eq. 3 for the irregular solutions is that the source term in Eq. 2 contains Bessel functions, which lead to the
If, as is often done, the coupled radial solutions are not determined from the Fredholm integral Eqs 2, 3 but from differential equations, an additional difficulty arises. The differential equations can be obtained from Eqs 2, 3 by applying the operator
With
for the regular solutions
To discuss the boundary conditions, it is convenient to assume finite integration limits
where Eq. 6 was used. With
which arises from Eq. 5 for the finite integration limits, Eq. 9 for
This shows that the irregular solutions can be expressed as
where the matrix functions
and as
From Eq. 12, the inner and outer boundary conditions are obtained as
Like Eq. 12, the regular solutions can be expressed as
with matrix functions
and as
This can be shown by using Eq. 6 in Eq. 2, which results in
From Eq. 16, the inner and outer boundary conditions are obtained as
The use of integral equations instead of differential equations has been hindered in the past by the much larger computational work. When the interval from
To overcome this problem, Greengard and Rokhlin [4] observed that the cubic scaling with
where the matrix function (Eqs 13, 14) are used for the particular value
and
The advantage of introducing these local solutions is that they do not depend on the unknown solution
This can be verified by multiplying Eq. 22 with
Adding Eqs 25, 26 both multiplied with
It remains to calculate the matrix functions given by Eqs 13, 14 at the subinterval boundaries
and
and by using Eq. 24, which shows that the function
which must be evaluated numerically as described in Section 2.5. By using Eqs 29–32 the expressions (Eqs 27, 28) can be written as recursion relations
starting from
The method of subintervals is particularly advantageous for potentials with a finite number of discontinuities in the radial direction. Such discontinuities arise, for instance, in full-potential Korringa–Kohn–Rostoker calculations where the angular integration in Eq. 4 must be cut off at boundaries of the atomic cells, which leads to jumps in the radial derivative of the matrix elements of the potential. If the interval boundaries
In order to understand the necessity of modified boundary conditions for accurate density calculations, it is useful to consider the complex-contour integral
which is used to calculate the density from the Green function for the Schrödinger equation (Eq. 1). Here,
where
Here,
Unfortunately, for the contour integral in Eq. 35, the irregular solutions are absolutely necessary to maintain the analytical behavior of the Green function as discussed in [11]. In a numerical treatment with the standard boundary conditions Eqs 15–20, the divergent behavior of the matrix function
for
is obtained from Eq. 80 derived in Appendix A. Comparison of Eqs 38, 39 shows that the transpose of the matrix
These solutions have the inner boundary conditions
and
for
has the correct behavior given in Eq. 39.
The modified irregular solutions can be calculated by
which is obtained from Eq. 24 by multiplication with the matrix
and by
satisfy the recursion relations Eqs 33, 34 with
The disadvantage of the recursion for
While the straightforward use of repeated recursions for
is calculated directly. The modified recursion relations given by
lead to a matrix
The integral-equation method of Greengard [3], Greengard and Rokhlin [4], and Gonzales et al. [1] is based on expansions of the potential and solutions of the local integral equations (Eqs 22, 23) in Chebyshev polynomials
of a function
can be evaluated at the collocation points
by matrix multiplication
The collocation points
connects the coefficients
The right spectral integration matrix given in [1] connects the coefficients
with the coefficients
In Eq. 57, the
where the factor
The system Eq. 59 of linear equations can be efficiently solved by standard linear algebra software. It has dimension
While, in principle, the subintervals can be chosen arbitrarily, the choice should be adapted to the divergent behavior of the irregular solutions for
with
The numerical performance is investigated for two examples: a constant potential, which is analytically solvable, and a realistic non-spherical potential, which is obtained by density-functional electronic-structure calculations for an ordered nickel–titanium alloy. It is shown for the constant potential that accurate bound-state energies and wavefunctions can be obtained from the irregular solutions calculated by the integral-equation approach and that the error of calculated bound-state energies decreases exponentially with the order of the Chebyshev expansion. For the NiTi alloy, it is shown that the irregular solutions obtained can be used in complex-contour integrations to calculate the density from the full-potential multiple-scattering Green function. Thus, such calculations can be performed straightforwardly for systems with many atoms in contrast to other treatments suggested in the past [11–13], which are rather elaborate and unlikely to be useful for systems with more than a few atoms.
The standard method for calculating bound states is based on the property that regular solutions of the Schrödinger equation vanish at infinity if they are evaluated for the correct bound-state energy. For trial energies, the differential equation is solved from the inside, starting with the correct power
is known as the “Jost function.” Its analytical properties in the complex-
Numerical results for bound-state energies and wavefunctions are shown in Table 1 and Figure 1 for an attractive potential
Table 1. Bound-state energies for different
Figure 1. (A) Deviations from the exact result for the lowest bound-state energy of
Figure 1 shows how the energy of the lowest bound state for
Figure 1 also shows the irregular solutions for the highest bound-state energies for selected values of
Metallic alloys of nickel and titanium have interesting and technologically important mechanical properties, like the shape memory effect. If NiTi in its low-temperature B19’ phase is deformed and heated, it returns to its original form, which persists on cooling. Because of the low symmetry of the
contains non-zero terms for all values of
The self-consistent potential determined in this way was used in calculations for the electron density for
Figure 2. Electron density near the center of an Ni atom in NiTi plotted in (1,0,0) direction for
The question of whether better results can be obtained by using a larger number of intervals or a higher order of the Chebyshev expansion was investigated by doubling the number of intervals below
An integral-equation approach was presented for the calculation of irregular solutions of the Schrödinger equation for non-spherical potentials. It was shown how expansions in Chebyshev polynomials can be used to convert the integral equations into systems of algebraic equations, which can be solved by standard software. For that purpose, no explicit construction of the Chebyshev series is needed but only function values at the zeros of the Chebyshev polynomials. It was explained that the numerical effort is considerably reduced by a subinterval technique suggested by Greengard and Rokhlin and that this technique, with appropriately adapted intervals, is beneficial for potentials with a finite number of radial discontinuities; this is because the numerical precision is determined by the smoothness of the potentials between the discontinuities but not by the discontinuous behavior. A numerical investigation was presented for a constant potential and for a realistic non-spherical potential, which was obtained by density-functional calculations for a nickel–titanium alloy. It was shown that accurate bound-state energies can be obtained from the calculated irregular solutions. It was explained how a precise description of the divergent behavior of the coupled irregular solutions can be obtained such that accurate density calculations by complex-contour integrations are possible.
The approach presented can be extended in several directions. It is not restricted to the non-relativistic Schrödinger equation treated here but is also useful for including scalar-relativistic and spin-orbit-coupling effects [22] and for full-relativistic calculations by the Dirac equation (Eq. 23). It can be extended to calculate bound-state energies for non-spherical potentials, although with more effort because of nearby roots caused by degeneracy splitting. It also can be extended to calculate scattering resonances which are determined by zeros of Jost functions in the complex-
The original contributions presented in the study are included in the article/Supplementary Material; further inquiries can be directed to the corresponding author.
RZ: methodology, software, writing–original draft and writing–review and editing.
The author declares that no financial support was received for the research, authorship, and/or publication of this article.
I would like to thank Paul F. Baumeister for a critical reading of the manuscript and valuable discussions to clarify the mathematical ideas and their presentation.
Author RZ was employed by Forschungszentrum Jülich GmbH.
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
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For a potential, which has a constant value
With
The constants
which guarantee that the solutions are continuous and continuously differentiable at
Inserting Eq. A2 into Eq. 62 and using the standard results for integrals of products of Bessel and Hankel functions of the same order and different arguments leads to
with
In Eq. A8 the constants
From the Wronskian relation
for spherical Bessel functions it follows that
The behavior of the Green function for arguments smaller than
by using Eq. 36 for
for
where the integration over the angles was done by using the definition Eq. 4 for the potential matrix elements. With the orthogonality of the spherical harmonics the angular coordinates in Eq. A14 can be eliminated, which yields
For
By using Eq. 13 the final result is given by
Here the only divergent expression is the first term.
Keywords: Schrödinger equation, non-spherical potentials, scattering theory, irregular solutions, boundary conditions, integral-equation method, Chebyshev solver
Citation: Zeller R (2024) On the calculation of irregular solutions of the Schrödinger equation for non-spherical potentials with applications to metallic alloys. Front. Phys. 12:1393130. doi: 10.3389/fphy.2024.1393130
Received: 28 February 2024; Accepted: 16 May 2024;
Published: 30 July 2024.
Edited by:
Jamal Berakdar, Martin Luther University of Halle-Wittenberg, GermanyReviewed by:
Wolfram Hergert, Martin Luther University of Halle-Wittenberg, GermanyCopyright © 2024 Zeller. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Rudolf Zeller, cnUuemVsbGVyQGZ6LWp1ZWxpY2guZGU=
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.
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