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Keywords = holomorphic function

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16 pages, 2791 KB  
Article
Towards Stable Training of Complex-Valued Physics-Informed Neural Networks: A Holomorphic Initialization Approach
by Andrei-Ionuț Mohuț and Călin-Adrian Popa
Mathematics 2026, 14(3), 435; https://doi.org/10.3390/math14030435 - 27 Jan 2026
Viewed by 108
Abstract
This work introduces a new initialization scheme for complex-valued layers in physics-informed neural networks that use holomorphic activation functions. The proposed method is derived empirically by estimating the activation and gradient gains specific to complex-valued tanh and sigmoid functions through Monte Carlo simulations. [...] Read more.
This work introduces a new initialization scheme for complex-valued layers in physics-informed neural networks that use holomorphic activation functions. The proposed method is derived empirically by estimating the activation and gradient gains specific to complex-valued tanh and sigmoid functions through Monte Carlo simulations. These estimates are then used to formulate variance-preserving initialization rules. The effectiveness of these formulas is evaluated on several second-order complex-valued ordinary differential equations derived from the Helmholtz equation, a fundamental model in wave theory and theoretical physics. Comparative experiments show that complex-valued neural solvers initialized with the proposed method outperform traditional real-valued physics-informed neural networks in terms of both accuracy and training dynamics. Full article
(This article belongs to the Special Issue Machine Learning: Mathematical Foundations and Applications)
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16 pages, 291 KB  
Article
Normal Criterion for Families of Meromorphic Functions and Shared Functions
by Ai Huang and Jinhua Yang
Mathematics 2026, 14(2), 353; https://doi.org/10.3390/math14020353 - 20 Jan 2026
Viewed by 99
Abstract
This paper broadens the scope of existing research: the shared value is generalized from a non-zero finite complex number to a non-identically zero holomorphic function, the order of the derivative is extended from the first order to an arbitrary k-th order, and [...] Read more.
This paper broadens the scope of existing research: the shared value is generalized from a non-zero finite complex number to a non-identically zero holomorphic function, the order of the derivative is extended from the first order to an arbitrary k-th order, and the constraint condition on the polynomial H is simplified to degH2. A more general normality criterion for families of meromorphic functions involving the sharing of differential polynomials is proved. Let D be a domain, F be a family of meromorphic functions in D, and P(z) be a non-identically zero holomorphic function in D. If for any f,gF, the differential polynomials H(f)f(k) and H(g)g(k) share P(z) in D, then F is normal in D. Full article
(This article belongs to the Section C4: Complex Analysis)
25 pages, 541 KB  
Hypothesis
Structural Reparameterization of the Complex Variable s and the Fixation of the Critical Line
by Shane Drake
Mathematics 2026, 14(2), 318; https://doi.org/10.3390/math14020318 - 16 Jan 2026
Viewed by 145
Abstract
This paper explains why the critical line sits at the real part equal to one-half by treating it as an intrinsic boundary of a reparametrized complex plane (“z-space”), not a mere artifact of functional symmetry. In z-space the real part [...] Read more.
This paper explains why the critical line sits at the real part equal to one-half by treating it as an intrinsic boundary of a reparametrized complex plane (“z-space”), not a mere artifact of functional symmetry. In z-space the real part is defined by a geometric-series map that gives rise to a rulebook for admissible analytic operations. Within this setting we rederive the classical toolkit—the eta–zeta relation, Gamma reflection and duplication, theta–Mellin identity, functional equation, and the completed zeta—without importing analytic continuation from the usual s-variable. We show that access to the left half-plane occurs entirely through formulas written on the right, with boundary matching only along the line with the real part equal to one-half. A global Hadamard product confirms the consistency and fixed location of this boundary, and a holomorphic change of variables transports these conclusions into the classical setting. Full article
(This article belongs to the Section C4: Complex Analysis)
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19 pages, 14454 KB  
Article
Primordial Black Holes and Instantons: Shadow of an Extra Dimension
by Reinoud Jan Slagter
Universe 2026, 12(1), 26; https://doi.org/10.3390/universe12010026 - 16 Jan 2026
Viewed by 192
Abstract
We investigated an exact solution in a conformal invariant Randall-Sundrum 5D warped brane world model on a time dependent Kerr-like spacetime. The singular points are determined by a quintic polynomial in the complex plane and fulfills Cauchy’s theorem on holomorphic functions. The solution, [...] Read more.
We investigated an exact solution in a conformal invariant Randall-Sundrum 5D warped brane world model on a time dependent Kerr-like spacetime. The singular points are determined by a quintic polynomial in the complex plane and fulfills Cauchy’s theorem on holomorphic functions. The solution, which is determined by a first-degree differential equation, shows many similarities with an instanton. In order to describe the quantum mechanical aspects of the black hole solution, we apply the antipodal boundary condition. The solution is invariant under time reversal and also valid in Riemannian space. Moreover, CPT invariance in maintained. The vacuum instanton solution follows from the 5D as well as the effective 4D brane equations, only when we allow the contribution of the projected 5D Weyl tensor on the brane (the KK-‘particles’). The topology of the effective 4D space of the brane is the projective RP3 (elliptic space) by identifying antipodal points on S3. The 5D is completed by applying the Klein bottle embedding and the Z2 symmetry of the RS model. This model fits very well with the description of the Hawking radiation, which remains pure. We have also indicated a possible way to include fermions. Our 5D space admits a double cover of S3 and after fibering to the S2, we obtain the effective black hole horizon. The connection with the icosahedron discrete symmetry group is investigated. It seem that Bekenstein’s conjecture that the area of a black hole is quantized, could be applied to our model. Full article
(This article belongs to the Section Foundations of Quantum Mechanics and Quantum Gravity)
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16 pages, 340 KB  
Article
Moments of Real, Respectively of Complex Valued Functions, Approximation and Applications
by Cristian Octav Olteanu
Mathematics 2026, 14(2), 272; https://doi.org/10.3390/math14020272 - 10 Jan 2026
Viewed by 213
Abstract
The first aim of this study is to point out new aspects of approximation theory applied to a few classes of holomorphic functions via Vitali’s theorem. The approximation is made with the aid of the complex moments of the functions involved, which are [...] Read more.
The first aim of this study is to point out new aspects of approximation theory applied to a few classes of holomorphic functions via Vitali’s theorem. The approximation is made with the aid of the complex moments of the functions involved, which are defined similarly to the moments of a real-valued continuous function. By applying uniform approximation of continuous functions on compact intervals via Korovkin’s theorem, the hard part concerning uniform approximation on compact subsets of the complex plane follows according to Vitali’s theorem. The theorem on the set of zeros of a holomorphic function is also applied. In the end, the existence and uniqueness of the solution for a multidimensional moment problem are characterized in terms of limits of sums of quadratic expressions. This is the application appearing at the end of the title. Consequences resulting from the first part of the paper are pointed out with the aid of functional calculus for self-adjoint operators. Full article
(This article belongs to the Special Issue Nonlinear Approximation Theory in Banach Spaces)
32 pages, 1118 KB  
Article
On the Invariant and Geometric Structure of the Holomorphic Unified Field Theory
by John W. Moffat and Ethan James Thompson
Axioms 2026, 15(1), 43; https://doi.org/10.3390/axioms15010043 - 8 Jan 2026
Viewed by 311
Abstract
We present the invariant structure of a Holomorphic Unified Field Theory in which gravity and gauge interactions arise from a single geometric framework. The theory is formulated using a product principal bundle, with one connection, and curvature equipped with a Hermitian field on [...] Read more.
We present the invariant structure of a Holomorphic Unified Field Theory in which gravity and gauge interactions arise from a single geometric framework. The theory is formulated using a product principal bundle, with one connection, and curvature equipped with a Hermitian field on a complexification of spacetime. From a single Diff(M)×G-invariant action, variation yields the Einstein and Yang–Mills equations together with their paired Bianchi identities. A compatibility condition is implemented either definitionally or through an auxiliary penalty functional. It enforces that the antisymmetric part of our Hermitian field is the gauge field’s exact curvature on the real slice. Full article
(This article belongs to the Special Issue Advances in Differential Geometry and Singularity Theory, 2nd Edition)
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16 pages, 312 KB  
Article
Geometric and Functional Symmetries in q-Bernoulli Polynomial Generated Bi-Univalent Function Subfamilies
by Sondekola Rudra Swamy, Basem Aref Frasin, Ibtisam Aldawish and Vinutha Raghu
Symmetry 2026, 18(1), 89; https://doi.org/10.3390/sym18010089 - 4 Jan 2026
Viewed by 200
Abstract
This study is inspired by the rich symmetry and diverse applications of special polynomial families, with a particular focus on the q-Bernoulli polynomials, which have recently emerged as significant tools in bi-univalent function theory. These polynomials are distinguished by their mathematical versatility, [...] Read more.
This study is inspired by the rich symmetry and diverse applications of special polynomial families, with a particular focus on the q-Bernoulli polynomials, which have recently emerged as significant tools in bi-univalent function theory. These polynomials are distinguished by their mathematical versatility, analytical manageability, and strong potential for generalization, offering an elegant framework for advancing the study of such functions. In this paper, we introduce a novel subclass of bi-univalent functions defined through q-Bernoulli polynomials. We obtain coefficient estimates for functions in this class and investigate their implications for the Fekete–Szegö functional. Additionally, we present several new results to enrich the theoretical landscape of bi-univalent functions associated with q-Bernoulli polynomials. Full article
19 pages, 469 KB  
Article
Estimating 2,3-Fold Hankel Determinants, Zalcman Functionals and Logarithmic Coefficients of Certain Subclasses of Holomorphic Functions with Bounded Rotations
by Farouq Alshormani, Bushra Kanwal, Faiza Attiq, Amr M. Y. Abdelaty, Alina Alb Lupas and Ibrahim S. Elshazly
Symmetry 2026, 18(1), 51; https://doi.org/10.3390/sym18010051 - 26 Dec 2025
Viewed by 240
Abstract
The study explores analytic, geometric and algebaraic properties of two subclasses of analytic functions: the class of Bounded Radius Rotation denoted by Rs,ϱ(A,B,z), and the class of Bounded Boundary Rotation denoted by [...] Read more.
The study explores analytic, geometric and algebaraic properties of two subclasses of analytic functions: the class of Bounded Radius Rotation denoted by Rs,ϱ(A,B,z), and the class of Bounded Boundary Rotation denoted by Vs,ϱ(A,B,z), both associated with strongly Janowski type functions. In particular, we obtain upper bounds for the third-order Hankel determinant |H3,1f(z)| and concentrate on functions displaying 2- and 3-fold symmetry. We also provide estimates for the initial logarithmic coefficients η1,η2,η3 and the Zalcman functional |t32t5| for each class. These findings provide fresh insights into the behavior of generalized subclasses of univalent function. Full article
(This article belongs to the Section Mathematics)
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20 pages, 391 KB  
Article
Integral Transforms in Number Theory
by Guodong Liu, Takako Kuzumaki and Shigeru Kanemitsu
Axioms 2025, 14(12), 917; https://doi.org/10.3390/axioms14120917 - 12 Dec 2025
Viewed by 442
Abstract
Integral transforms play a fundamental role in science and engineering. Above all, the Fourier transform is the most vital, which has some specifications—Laplace transform, Mellin transform, etc., with their inverse transforms. In this paper, we restrict ourselves to the use of a few [...] Read more.
Integral transforms play a fundamental role in science and engineering. Above all, the Fourier transform is the most vital, which has some specifications—Laplace transform, Mellin transform, etc., with their inverse transforms. In this paper, we restrict ourselves to the use of a few versions of the Mellin transform, which are best suited to the treatment of zeta functions as Dirichlet series. In particular, we shall manifest the underlying principle that automorphy (which is a modular relation, an equivalent to the functional equation) is intrinsic to lattice (or Epstein) zeta functions by considering some generalizations of the holomorphic and non-holomorphic Eisenstein series as the Epstein-type Eisenstein series, which have been treated as totally foreign subjects to each other. We restrict to the modular relations with one gamma factor and the resulting integrals reduce to a form of the modified Bessel function. In the H-function hierarchy, what we work with is the second simplest H1,11,1H0,22,0, with H denoting the Fox H-function. Full article
(This article belongs to the Special Issue Special Functions and Related Topics, 2nd Edition)
18 pages, 544 KB  
Article
A Utilization of Liouville–Caputo Fractional Derivatives for Families of Bi-Univalent Functions Associated with Specific Holomorphic Symmetric Function
by Tariq Al-Hawary, Ibtisam Aldawish and Basem Aref Frasin
Symmetry 2025, 17(12), 2099; https://doi.org/10.3390/sym17122099 - 7 Dec 2025
Viewed by 253
Abstract
In this investigation, two new subfamilies of bi-univalent functions defined on the open unit disk are presented using Liouville–Caputo fractional derivatives. We determine bounds on the initial Maclaurin coefficients |a2| and |a3|, as well as Fekete–Szegö [...] Read more.
In this investigation, two new subfamilies of bi-univalent functions defined on the open unit disk are presented using Liouville–Caputo fractional derivatives. We determine bounds on the initial Maclaurin coefficients |a2| and |a3|, as well as Fekete–Szegö inequality results based on the bonds of a2 and a3 for functions belonging to certain bi-univalent function subfamilies. Additionally, some novel subfamilies are inferred that have not yet been examined within the context of Liouville–Caputo fractional derivatives. Full article
(This article belongs to the Section Mathematics)
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22 pages, 370 KB  
Article
The Compactness of Right Inverse of Imaginary Part of Reggeon Field Theory Hamiltonian on Bargmann Space
by Abdelkader Intissar
Mathematics 2025, 13(23), 3824; https://doi.org/10.3390/math13233824 - 28 Nov 2025
Viewed by 218
Abstract
The Hamiltonian of Reggeon field theory is defined by Hμ,λ=μA*A + iλA*(A+A*)A, where A and A* are the annihilation and creation [...] Read more.
The Hamiltonian of Reggeon field theory is defined by Hμ,λ=μA*A + iλA*(A+A*)A, where A and A* are the annihilation and creation operators satisfying [A,A*]=I and μ, λ are real parameters, and i2=1. This operator acts on Bargmann space B where B is a Hilbert space of holomorphic square integrable functions with respect to the Gaussian-weighted Lebesgue measure. In this work, we consider the operator Hλ=iλA*(A+A*)A with maximum domain D(Hλ)={φB;HλφB}. If we limit the domain to polynomials and take the closure of the obtained operator, we denote it by Hλmin, of which Hλ is obviously an extension. Contrary to what happens for μ0, it is well known that these two operators are different. The main purpose of the present work is to show that Hλ admits a right-inverse Kλ, i.e., HλKλ=I on negative imaginary axis and that Kλ is compact. Full article
14 pages, 272 KB  
Article
Extremality of Koebe’s Function
by Samuel L. Krushkal
Axioms 2025, 14(12), 873; https://doi.org/10.3390/axioms14120873 - 28 Nov 2025
Viewed by 302
Abstract
The remarkable Koebe function is the (unique) extremal of many important distortion functionals in geometric function theory. This paper provides a complete characterization of such functionals. Full article
(This article belongs to the Special Issue Recent Advances in Complex Analysis and Applications, 2nd Edition)
10 pages, 259 KB  
Article
Scator Holomorphic Functions
by Jan L. Cieśliński, Zbigniew Hasiewicz and Artur Kobus
Axioms 2025, 14(11), 798; https://doi.org/10.3390/axioms14110798 - 29 Oct 2025
Viewed by 394
Abstract
Scators form a linear space equipped with a specific non-distributive product. In the elliptic case they can be interpreted as a kind of hypercomplex number. The requirement that the scator partial derivatives are direction-independent leads to a generalization of the Cauchy–Riemann equation and [...] Read more.
Scators form a linear space equipped with a specific non-distributive product. In the elliptic case they can be interpreted as a kind of hypercomplex number. The requirement that the scator partial derivatives are direction-independent leads to a generalization of the Cauchy–Riemann equation and to scator holomorphic functions. In this paper we find a complete set of C2-solutions to the generalized Cauchy–Riemann system in the (1+n)-dimensional elliptic scator space. For any n2 this set consists of three classes: components exponential functions (already known), a new class of affine linear functions, and some exceptional solutions parameterized by arbitrary functions of one variable. We show, however, that the last class of solutions is not scator holomorphic and the generalized Cauchy–Riemann system should be supplemented with additional constraints to avoid such spurious solutions. The obtained family of scator holomorphic functions, although relatively narrow, is greater than that of analogous functions in quaternionic or Clifford analysis. Full article
(This article belongs to the Section Mathematical Analysis)
16 pages, 315 KB  
Article
Applications of Bernoulli Polynomials and q2-Srivastava–Attiya Operator in the Study of Bi-Univalent Function Classes
by Basem Aref Frasin, Sondekola Rudra Swamy, Ibtisam Aldawish and Paduvalapattana Kempegowda Mamatha
Mathematics 2025, 13(21), 3384; https://doi.org/10.3390/math13213384 - 24 Oct 2025
Viewed by 511
Abstract
The central focus of this study is the development and investigation of a generalized subclass of bi-univalent functions, defined using the q2-Srivastava–Attiya operator in conjunction with Bernoulli polynomials. We derive initial coefficient estimates for functions in the newly proposed class and [...] Read more.
The central focus of this study is the development and investigation of a generalized subclass of bi-univalent functions, defined using the q2-Srivastava–Attiya operator in conjunction with Bernoulli polynomials. We derive initial coefficient estimates for functions in the newly proposed class and also provide bounds for the Fekete–Szegö functional. In addition to presenting several new findings, we also explore meaningful connections with previously established results in the theory of bi-univalent and subordinate functions, thereby extending and unifying the existing literature in a novel direction. Full article
(This article belongs to the Special Issue New Trends in Polynomials and Mathematical Analysis)
17 pages, 340 KB  
Article
O-Regular Mappings on C(C): A Structured Operator–Theoretic Framework
by Ji Eun Kim
Mathematics 2025, 13(20), 3328; https://doi.org/10.3390/math13203328 - 18 Oct 2025
Viewed by 435
Abstract
Motivation. Analytic function theory on commutative complex extensions calls for an operator–theoretic calculus that simultaneously sees the algebra-induced coupling among components and supports boundary-to-interior mechanisms. Gap. While Dirac-type frameworks are classical in several complex variables and Clifford analysis, a coherent calculus aligning structural [...] Read more.
Motivation. Analytic function theory on commutative complex extensions calls for an operator–theoretic calculus that simultaneously sees the algebra-induced coupling among components and supports boundary-to-interior mechanisms. Gap. While Dirac-type frameworks are classical in several complex variables and Clifford analysis, a coherent calculus aligning structural CR systems, a canonical first derivative, and a Cauchy-type boundary identity on the commutative model C(C)C4 has not been systematically developed. Purpose and Aims. This paper develops such a calculus for O-regular mappings on C(C) and establishes three pillars of the theory. Main Results. (i) A fully coupled Cauchy–Riemann system characterizing O-regularity; (ii) identification of a canonical first derivative g(z)=x0g(z); and (iii) a Stokes-driven boundary annihilation law Ωτg=0 for a canonical 7-form τ. On (pseudo)convex domains, ¯-methods yield solvability under natural compatibility and regularity assumptions. Stability (under algebra-preserving maps), Liouville-type, and removability results are also obtained, and function spaces suited to this algebra are outlined. Significance. The results show that a large portion of the classical holomorphic toolkit survives, in algebra-aware form, on C(C). Full article
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