Submitted:
21 November 2023
Posted:
23 November 2023
You are already at the latest version
Abstract
We propose a correspondence between partition functions of ideal gases consisting of both bosons and fermions and algebraic bases of supersymmetric polynomials on the Banach space of absolutely summable two-sides sequences ℓ1(Z0). Such an approach allows us to interpret some combinatorial identities for supersymmetric polynomials from a physical point of view. We consider a relation of equivalence on ℓ1(Z0) induced by the supersymmetric polynomials, and semiring algebraic structures on the quotient set with respect to this relation. The quotient set is a natural model for the set of energy levels of a quantum system. We introduce two different topological semiring structures on this set and discuss their possible physical interpretations.
Keywords:
quantum ideal gas
; grand partition function
; supersymmetric polynomials on Banach spaces
; algebraic basis
; topological semiring
; tropical semiring
MSC: 46G25; 46N50
1. Introduction
Symmetric polynomials variables and relations between bases of the algebra of symmetric polynomials are widely used in Algebra, Combinatorics (see [1]), and in particular, in Statistical Quantum Mechanics. In [2,3] Schmidt and Schnack proposed some correspondence between relations in the algebra of symmetric polynomials and partition functions of bosons and fermions. Under this correspondence, one basis of symmetric polynomials is responsible for bosons and another for fermions. Such an approach was applied and developed for different cases by many authors (see e.g. [4,5,6,7,8]). On the other hand, recently some new results for algebras of symmetric analytic functions on infinite-dimensional Banach spaces were obtained [9,10,11,12,13,14]. The infinite number of variables of the underlying space allows us to introduce some interesting algebraic operations on the spectra of such algebras that may have a physical meaning. In addition, in the infinite-dimensional case, we can consider the behavior of the ideal gas “at infinity” if, for example, the number of particles grows to infinity while the total energy of the system is bounded.
In [15,16,17] were considered supersymmetric polynomials and analytic functions on abstract Banach spaces. Supersymmetric polynomials of several variables were studied in [18,19,20]. It seems to be that some bases of supersymmetric polynomials give us a tool for the investigation of a quantum ideal gas consisting of both bosons and fermions. Also, supersymmetric polynomials define a relation of equivalence on the underlying vector space and the quotient set with respect to this relation looks like the most natural model for the set of energy levels of a given quantum system. Such a set admits some algebraic semiring structures, related, in particular, to tropical (idempotent) mathematics.
In this paper, we discuss relations between algebras of supersymmetric polynomials on Banach spaces and partition functions of bosons and fermions and consider some new algebraic structures on the set of energy levels of corresponding quantum systems.
In Section 2 we gather basically known information about algebraic bases of symmetric polynomials on the Banach space and their relations to partition functions of ideal quantum gases. In Section 3 we consider algebraic bases of supersymmetric polynomials and discuss their relations to partition functions of ideal gases consisting simultaneously of bosons and fermions. In Section 4 we construct two different semiring structures on set of energy levels. The first one is related to algebraic operations that were introduced in [17] for a more general case. The second is related to the idempotent operation max and looks like an infinite-dimensional generalization of the tropical semiring (c.f. [21]).
2. Preliminaries results on symmetric polynomials and partition functions
2.1. Symmetric polynomials
Let be the set of all positive integers, and be the Banach space of all absolutely summing complex sequences with norm A function f on is called symmetric if
for every and every bijection
Let us define following symmetric polynomials on Let the polynomial be defined by
where Polynomials are called power sum symmetric polynomials. Let us define polynomials as
where Polynomials are called complete symmetric polynomials. Let the polynomial be defined by
where Polynomials are called elementary symmetric polynomials.
Definition 1.
A linear combination of finite products of powers (zero powers are also allowed) of elements of an algebra is called an algebraic combination of these elements.
A subset of an algebra is called algebraically independent if zero element of the algebra cannot be represented as a nontrivial algebraic combination of elements of this subset.
An algebraically independent subset of an algebra is called an algebraic basis of this algebra if every element of the algebra can be represented as an algebraic combination of elements of the subset. Due to the algebraic independence every such a representation is unique.
Let denotes the algebra of all continuous symmetric complex-valued polynomials on Every set of polynomials and is an algebraic basis in (see e.g. [9,13]). There are so-called Newton recurrent formulas connecting different algebraic bases:
and
Let and be the so-called generating functions for polynomials and respectively, defined as the following formal series
and
The following relations are well-known ([1], p. 3)
and they immediately imply that
Here the equality holds for every and for every t in the common domain of convergence. Note that is a well-defined analytic function of for every fixed and a function of exponential type of t for every fixed x [26].
2.2. Partition functions
The canonical partition function plays a fundamental role in statistical mechanics since most thermodynamic functions can be derived from it [3]. It is defined by
where H denotes the Hamiltonian of the system, N is the number of particles and
denotes the inverse temperature ( is the Boltzmann constant, T is the temperature). In other words, H is a self adjoint operator such that is a trace class operator for
The grand canonical partition function is defined by
where the variable z is physically interpreted as the fugacity of the system, i.e., ( is the chemical potential). It describes the system in which the number of particles can be changed. The physical interpretation implies that z must be non-negative.
Note that the partition function completely defines all possible states of the system. Also it can be used for deriving the possibilities of states.
Consider the ideal gas consisting of noninteracting identical particles (bosons or fermions). In this case the Hamiltonian H is the sum of N identical single-particle Hamiltonians:
Let be single-particle energy eigenvalues. In [27] it is shown that
for the system of bosons and
for the system of fermions, where is defined by (2), is defined by (3) and
Note that is a symmetric function between energy levels, not between particles.
By (8), (9), (13), (14) and (15), the grand canonical partition function can be represented in the form
for bosons and
for fermions, where are defined by (16). In addition, according to [2] the coordinates of correspond to abstract energy levels of the system, a monomial in a partition function corresponds to possible occupation of levels by N particles. Also, there exists so-called fundamental symmetry of which is defined as an algebra homomorphism from to itself such that In other words, for every Note that is an involution in the sense that is the unity operator. It is known that and for every [1]. In [2] was observed that Newton’s identity (4) corresponds to Landsberg’s identity in physics [28] and equation (11) is related to the Bose-Fermi symmetry.
2.3. Note about the Banach space
As we mentioned above, is a trace class operator and so, its eigenvalues are summable, that is, On the other hand, in [2] it was observed that for the case the evaluations and leads to corresponding grand canonical partition functions only if these series converge. Since all the vector x must be in Thus, the space of absolutely summable sequences is a most natural domain for vectors and is a most natural algebra of symmetric polynomials for However, it is possible to consider symmetric polynomials in the general case and even for the case of “continual” number of variables if (see [13,29,30,31] and references therein).
Note that in [32] were considered some relations between a trace class operator A and the (infinite-dimensional) Fredholm determinant where I is the identity operator. In particular, if A is self-adjoint with eigenvalues then
Applications of determinants of the form to partition functions can be found in [33].
3. Supersymmetric polynomials and partition functions for mixed systems of bosons and fermions
Let be the set of all integers and We denote by the Banach space of all absolutely summing complex sequences indexed by elements of (two-sides sequences). Every element of can be represented in the form
with
where and belong to
For every we define the polynomials on by
where is defined by (1).
A polynomial on is called supersymmetric (see [17]) if it can be represented as an algebraic combination of elements of the set Let us denote the algebra of all supersymmetric polynomials on Note that the set is an algebraic basis of the algebra Let us define another important supersymmetric polynomials on which also form an algebraic basis of the algebra For let be defined by
Note that polynomials can be obtained if we substitute in Newton’s formula (4) polynomials instead of [17]. In other words,
From (18), in particular, it follows that all polynomials are supersymmetric and form an algebraic basis in
Let be the formal series
that is, is the generating function for polynomials By [17],
where the equality is true on the common domain of convergence.
Consider a mixed system of bosons and fermions. In [27] it is shown that the partition function for the system, where the total number N of bosons and fermions is fixed, can be represented in the form
where
and are single-particle energies of fermions and bosons resp.
If sequences are finite, we complete them with an infinite number of zeros. Note that the equality (24) makes sense only if and belong to Otherwise we only can consider (24) as formal equality.
Let us consider the grand canonical partition function. By (13) and (24),
For and let be the formal series
Evidently,
On the other hand, by (28), (22), (19) and (20),
So, by (29), (30) and (11)
where and are defined by (25) and (26) resp.
Thus, we have represented the grand canonical partition function of the mixed system of bosons and fermions via the generating functions and for elementary symmetric polynomials.
Let us observe that if we apply the transformation to for the case we will obtain
In other words, the involution on can be extended to setting In particular, Applying the homomorphism to (18), we obtain
that is, can be obtained if we substitute instead of to the Newton formula (5) and so, we have another representation for which can be interpreted as another realization of Landsberg’s identity. In addition, from (6), (7) we can get
4. Semiring structures on the set of variables
4.1. The ring
First we consider a dense linear subspace of Let be the vector space of all eventually zero sequences of complex numbers. Let be the subspace of consisting of all such that To shorten the notation we will write elements of as instead of Correspondingly, we will write elements of as
Let us define the following equivalence relation on For let if and only if for every Let Note that we have two types of equivalent elements:
where and are permutations on sets and resp., and
Consequently, every element of has the representative where such that multisets of nonzero elements of x and y are disjoint. On the other hand, every pair of disjoint finite multisets of nonzero complex numbers define some element of So, we have the bijection between and the set of all pairs of disjoint finite multisets of nonzero complex numbers. Let us define ring operations on First we define some auxiliary operations on Let
and
for Let
and
for where By [17] with these operations is a ring, where Note that is not a linear space, so it is not an algebra [17].
Let Since for every it follows that for every supersymmetric function That is, the value of a supersymmetric function does not depend on the choice of a representative of a class. So, we can set
for a supersymmetric function f and for
Let us consider how our ring operations interplay with the algebraic basis and the partition function By [17],
for every and In other words, each is a ring homomorphism from to Also, it is easy to check (c.f. [17]) that
and
The following example may be interesting for evaluating grand canonical partition functions “at infinity”.
Example 1.
Let λ and μ be positive numbers. Set
Taking into account [17] and relations between and we can see that if then both and approach the function Moreover, at the “limit point” and for every
Consider the case when sequences and defined by (26) and (25) resp., have only finite number of nonzero elements, i.e., Then So, Since functions used in the representations (24) and (27) of partition functions are supersymmetric, it follows that values do not depend on the choice of the representative So, it is natural to consider partition functions as functions on such equivalence classes. Note that all elements of the sequence are non-negative and all elements of the sequence are non-positive. So, the equivalence class belongs to the subset of defined in the following way. Let us denote by the set of elements where u is of the form
Note that can be completed with respect to a ring norm on (see [15,17]). In SubSection 4.2 we consider such completions more detailed.
For every and odd number
where and and it is equal to zero if and only if
It is known that contains divisors of zero. For example,
Proposition 1.
The set is a commutative semiring with respect to the ring operations in without divisors of zero.
Proof.
It is easy to check that if and are in then both and are in But for a given the element does not belong to Thus, is a semiring but not a ring. If then, by (31), So either or Thus, either or □
The semiring has the following important property that
if and only if and there are permutations and such that
Let be a pair such that in the representation in the number of nonzero elements is equal to m and the number of nonzero elements is equal to From the definition of the ring operations in we have that if and then and In particular,
Proposition 2.
Every invertible element in is of the form for some or for some Every idempotent in is of the form or
Proof.
Let then and, so, and or and Consequently, and for some or and for some
Let be an idempotent in that is, for some positive integer Then only if or Elements of the form and are idempotents only if □
Proposition 3.
Elements of the form can be represented as
for every integer
Proof.
The straightforward computation. □
From the proposition it follows that we have no multiplicative cancelation in that is, the equalities and do not imply
4.2. A tropical semiring structure
We introduce another semiring structure on which is related to Tropical Mathematics. Some applications of tropical semirings to Quantum Mechanics can be found in [34]. Let us recall that the min tropical semiring is the semiring where the operations and ⊙ are defined by
The operations and ⊙ are called the tropical addition and the tropical multiplication respectively. The unit for is and the unit for ⊙ is
Similarly, the max tropical semiring is the semiring such that
In this semiring, the unit for is and the unit for ⊙ is The semirings are isomorphic with respect to the mapping The usual metric on can be extended to by setting for every Similarly, for the case
Let be a representation of We say that this representation is ordered if and The ordered representation of is unique and we denote it by Let us denote by the formal element
Definition 2.
Let us define a tropical semiring as the set with operations ⊕ and ⊙ such that
and
Proposition 4.
is a semiring and the unit for ⊕ is and the unit for ⊙ is
Proof.
Let us check the distributive law. From the distributive laws in the min tropical semiring and in the max tropical semiring,
□
Let X be a Banach space with an unconditional Schauder basis Then any vector can be represented as
Denote by the ring of elements
such that and are in X endowed with the following ring norm
where the infimum is taken over all representations It is known that this norm generates a metric and is a complete metric space with respect to the metric. Moreover, the ring operations in are continuous and is a dense subring in [15,17].
Let us denote by the closed subset in consisting of elements
Thus is a complete metric space and a topological semiring.
We can extend the metric to by setting for every Note that is a commutative group with respect to “⊙” and
Theorem 1.
For any Banach space X with an unconditional basis the following statements are true:
- 1
- The tropical operations are continuous in ;
- 2
-
The mappingsare continuous semiring homomorphisms from to the max tropical semiring and to the min tropical semiring respectively.
Proof.
1. If and are not equal to then
and we know that the operation “•” is continuous.
2. Clearly, and in particular, and
Also,
and
Thus is a semiring isomorphism.
To show the continuity, we observe that the function is bounded (on bounded subsets) on every Banach space X with a Schauder basis Indeed, if be the sequence of projections,
then
5. Discussions and Conclusions
In this paper we continue to develop the ideas proposed by Schmidt and Schnack in [2,3] about involving symmetric polynomials for investigations of the partition functions of ideal quantum gases. The first goal of the paper was to find a correspondence between algebraic bases of supersymmetric polynomials and partition functions of ideal gases consisting of both bosons and fermions. We can see that combinatorial relations in the algebra of supersymmetric polynomials have corresponding physical interpretations. Taking into account that two elements (vectors) z and in the set of possible energy levels are equivalent if and only if for every supersymmetric polynomial it is naturally to consider the quotient set with respect to the equivalence as a natural domain. For such a quotient set the usual vector operations are not valid and we introduced new ring operations (addition and multiplication) on the quotient set It seems to be that the new addition can be obtained using the direct sum of operators and while the new product leads to the tensor product of operators. Note that the elements of have the physical interpretation if and Otherwise, we can get a system where the cancelation rule plays a non-trivial role, and where we can get a negative energy. It leads us to tachyonic particles that cannot exist because they are inconsistent with the known laws of physics. But such an approach can be interesting for tachyon condensation (for details on tachyon condensation see [37]).
The fact that the energy on a level can not be negative suggests using elements in which have very specific form, where all and are non-negative. The subset of such elements forms a semiring without divisions of zero, denoted by We considered algebraic properties of this semiring and its completions with respect to various metrics associated with different Banach spaces Also, we introduced new operations on that lead to an infinite-dimensional analog of the so-called tropical semirings. We proved the continuity of the operations on and constructed some real-valued homomorphisms of
For further investigation we are going to use block-symmetric (or MacMahon) and block-supersymmetric polynomials on and their applications to partition functions of quantum gases. The space can be defined as a vector space of sequences
such that every element is a vector in and
A polynomial is block-symmetric on if it is symmetric with respect to all permutations of the vectors (blocks) We can expect that models based on block-symmetric (and maybe block-supersymmetric) polynomials can be useful for describing quantum gases with entanglement particles.
Combinatorial properties of block-symmetric polynomials were considered in [38]. Algebras of block-symmetric polynomials and analytic functions and corresponding bases of polynomials on were studied in [39,40,41,42,43,44]. Applications of block-symmetric polynomials for the quantum product of symmetric functions were proposed in [45].
Author Contributions
Conceptualization, A.Z. and T.V.; investigation, I.C. and M.M.; writing—original draft preparation, I.C. and T.V.; writing—review and editing, A.Z.; project administration, A.Z. All authors have read and agreed to the published version of the manuscript.
Funding
This research was supported by the National Research Foundation of Ukraine, 2020.02/0025.
Data Availability Statement
No new data were created or analyzed in this study. Data sharing is not applicable to this article.
Conflicts of Interest
The authors declare no conflict of interest.
References
- Macdonald, I. G. Symmetric Functions and Orthogonal Polynomials; AMS: University Lecture Serie 12, Providence, RI, 1997.
- Schmidt, H. J., Schnack, J. Symmetric polynomials in physics. In: Gazeau, J.-P., Kerner, R., Antoine, J.-P., Métens, S., Thibon., J.-Y. Inst. Phys. Conf. Ser. 2003, 173, IOP: Bristol, Philadelphia, 147–152.
- Schmidt, H.-J.; Schnack, J. Partition functions and symmetric polynomials. American Journal of Physics 2002, 70(1), 53–57. [CrossRef]
- Giraud, O.; Grabsch, A.; Texier, C. Correlations of occupation numbers in the canonical ensemble and application to a Bose-Einstein condensate in a one-dimensional harmonic trap. Phys. Rev. A 2018, 97, 053615. [CrossRef]
- Mullin, W. J.; Fernández, J. P. Bose–Einstein condensation, fluctuations, and recurrence relations in statistical mechanics. Am. J. Phys. 2002, 71, 661-669. [CrossRef]
- Pain, J.-C.; Gilleron, F.; Porcherot, Q. Generating functions for canonical systems of fermions. Phys. Rev. E 2011, 83, 067701. [CrossRef]
- Peña, J. J.; Ponce, A. R.; Morales, J. On the generalization of statistical thermodynamic functions by a Riccati differential equation. J. Phys.: Conf. Ser. 2016, 738, 012095. [CrossRef]
- Zhou, C.-C.; Dai, W.-S. A statistical mechanical approach to restricted integer partition functions. Journal of Statistical Mechanics: Theory and Experiment 2018, 2018, 5053111. [CrossRef]
- Alencar, R.; Aron, R.; Galindo, P.; Zagorodnyuk, A. Algebra of symmetric holomorphic functions on ℓp. Bull. Lond. Math. Soc. 2003, 35, 55–64. [CrossRef]
- Aron, R.; Galindo, P.; Pinasco, D.; Zalduendo, I. Group-symmetric holomorphic functions on a Banach space. Bull. Lond. Math. Soc. 2016, 48, 779–796. [CrossRef]
- Chernega, I.; Galindo, P.; Zagorodnyuk, A. Some algebras of symmetric analytic functions and their spectra. Proc. Edinb. Math. Soc. 2012, 55, 125–142. [CrossRef]
- García, D., Maestre, M., Zalduendo, I. The spectra of algebras of group-symmetric functions. Proc. Edinb. Math. Soc. 2019, 62(3), 609–623. [CrossRef]
- González, M.; Gonzalo, R.; Jaramillo, J.A. Symmetric polynomials on rearrangement-invariant function spaces. J. Lond. Math. Soc. 1999, 59, 681–697. [CrossRef]
- Falcó, J.; García, D.; Jung, M.; Maestre, M. Group-invariant separating polynomials on a Banach space. Publ. Mat. 2022, 66, 207–233. [CrossRef]
- Chernega, I.; Zagorodnyuk, A. Supersymmetric Polynomials and a Ring of Multisets of a Banach Algebra. Axioms 2022, 11, 511. [CrossRef]
- Chopyuk, Y.; Vasylyshyn, T.; Zagorodnyuk, A. Rings of Multisets and Integer Multinumbers. Mathematics 2022, 10, 778. [CrossRef]
- Jawad, F.; Zagorodnyuk, A. Supersymmetric polynomials on the space of absolutely convergent series. Symmetry 2019, 11(9), 1111. [CrossRef]
- Olshanski, G.; Regev, A.; Vershik, A.; Ivanov, V. Frobenius-Schur Functions. In Studies in Memory of Issai Schur. Progress in Mathematics; Joseph, A., Melnikov, A., Rentschler, R., Eds.; Birkhauser: Boston, MA, USA, 2003; Volume 210, pp. 251–299.
- Sergeev, A.N. On rings of supersymmetric polynomials. J. Algebra 2019, 517, 336–364. [CrossRef]
- Stembridge, J.R. A characterization of supersymmetric polynomials. J. Algebra 1985, 95, 439–444. [CrossRef]
- Martsinkiv, M.; Vasylyshyn, S.; Vasylyshyn, T.; Zagorodnyuk. A. Lipschitz symmetric functions on Banach spaces with symmetric bases. Carpathian Math. Publ. 2021, 13, 727-733. [CrossRef]
- Dineen, S. Complex Analysis on Infinite Dimensional Spaces; Springer: Berlin/Heidelberg, Germany, 1999. [CrossRef]
- Mujica, J. Complex Analysis in Banach Spaces; North-Holland: Amsterdam, The Netherlands; New York, NY, USA; Oxford, UK, 1986.
- Golan, J. S. Semirings and their Applications; Springer Science and Business Media, 2013. [CrossRef]
- Speyer, D.E.; Sturmfels, B. Tropical mathematics. Math. Mag. 2009, 82, 163–173. [CrossRef]
- Chernega, I.; Galindo, P.; Zagorodnyuk, A. The convolution operation on the spectra of algebras of symmetric analytic functions. J. Math. Anal. Appl. 2012, 395, 569–577. [CrossRef]
- Balantekin, A.B. Partition functions in statistical mechanics, symmetric functions, and group representation. Physical Review E 2001, 64(6 II), 066105/1-066105/8.
- Landsberg, P. T. Thermodynamics with quantum statistical illustrations, Interscience Publishers, New York, London (1961).
- Nemirovskii, A.; Semenov, S. On polynomial approximation of functions on Hilbert space. Mat. USSR-Sb. 1973, 21, 255–277. [CrossRef]
- Burtnyak, I.V.; Chopyuk, Yu.Yu.; Vasylyshyn, S.I.; Vasylyshyn T.V. Algebras of weakly symmetric functions on spaces of Lebesgue measurable functions. Carpathian Math. Publ. 2023, 15, 411–419. [CrossRef]
- Galindo, P.; Vasylyshyn, T.; Zagorodnyuk, A. Analytic structure on the spectrum of the algebra of symmetric analytic functions on L∞. RACSAM 2020, 114, 56. [CrossRef]
- Burtnyak, I.; Chernega, I.; Hladkyi, V.; Labachuk, O.; Novosad, Z. Application of symmetric analytic functions to spectra of linear operators. Carpathian Math. Publ. 2021, 13(3), 701–710. [CrossRef]
- Li, H.-D.; Li, S.-L.; Chen, Y.-J. Li, W.-D.; Dai, W.-S. Energy spectrum of interacting gas: cluster expansion method. Chem. Phys. 2022, 559, 111537. [CrossRef]
- Litvinov, G. L. Maslov dequantization, idempotent and tropical mathematics: A brief introduction. J. Math. Sci. 2007, 140, 426–444. [CrossRef]
- Lindenstrauss, J.; Tzafriri L. Classical Banach Spaces, vol. I, Sequence Spaces, Springer-Verlag, 1977.
- Bingham, N.H.; Ostaszewski, A.J. Normed versus topological groups: dichotomy andduality. Diss. Math. 2010, 472, 138. [CrossRef]
- Erler, T.; Schnabl, M. A simple analytic solution for tachyon condensation. Journal of High Energy Physics 2009, 10, 066. [CrossRef]
- Rosas, M. MacMahon symmetric functions, the partition lattice, and Young subgroups. J. Combin. Theory Ser. A 2001, 96 326-–340. [CrossRef]
- Bandura, A.; Kravtsiv, V.; Vasylyshyn, T. Algebraic basis of the algebra of all symmetric continuous polynomials on the Cartesian product of ℓp-Spaces. Axioms 2022, 11, 41. [CrossRef]
- Kravtsiv, V. Algebraic basis of the algebra of block-symmetric polynomials on ℓ1 ⊕ ℓ∞. Carpathian Math. Publ. 2019, 11, 89–95. [CrossRef]
- Kravtsiv, V.V. Analogues of the Newton formulas for the block-symmetric polynomials. Carpathian Math. Publ. 2020, 12, 17–22. [CrossRef]
- Kravtsiv, V. Zeros of block-symmetric polynomials on Banach spaces. Mat. Stud. 2020, 53, 2016–2011. [CrossRef]
- Kravtsiv, V.; Vitrykus, D. Generating elements of the algebra of block-symmetric polynomials on the product of Banach spaces Cs. AIP Conference Proceedings 2022, 2483, 030010. [CrossRef]
- Kravtsiv, V. The analogue of Newton’s formula for block-symmetric polynomials. Int. J. Math. Anal. 2016, 10, 323–327. [CrossRef]
- Diaz, R.; Pariguan, E. Quantum product of symmetric functions. Int. J. Math. Math. Sci. 2015, 476926 (2015). [CrossRef]
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Copyright: This open access article is published under a Creative Commons CC BY 4.0 license, which permit the free download, distribution, and reuse, provided that the author and preprint are cited in any reuse.