Abstract
In this research article, the (1+1)- and (2+1)-dimensional Chiral nonlinear Schrödinger equations (CNLSEs) are studied, which play an important role in the development of quantum mechanics, particularly in the field of quantum Hall effect. Our primary goal is to obtain the analytical solutions utilizing novel methodology, particularly the modified extended tanh-function technique. We concentrate on the search to solitary wave solutions inside the (1+1)- and (2+1)-dimensional CNLSEs, which are relevant in domains such as optics, electro-magnetic wave propagation, plasma physics, optics and quantum mechanics. Our objective is to increase knowledge of this equation and give insight into the behavior of solitary waves by employing a novel mathematical technique. This will be accomplished by displaying our findings in 2D and 3D graphics. We believe that our results would pave a way for future research generating optical memories based on the nonlinear solitons.
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Introduction
Nonlinear partial differential equations (NLPDEs) are utilized to elucidated complex phenomena in nature, scattering and intrinsic attenuation1, the fractured carbonate reservoirs2, an adaptive tuning privacy–preserving approach3, the game-theoretic approach4 and the complex Ginzburg–Landau equation5. In telecommunications industry, examining the dynamics of optical solitons via optical fibers becomes significant6, uncertain high-order nonlinear pure-feedback systems via unified transformation functions7, the effect of high-order interactions8, the iterated function system9 and uncertain nonlinear pure-feedback systems with practical state constraints10. Several models investigated on solitons such as Van der Waals model through the EShGEEM and the IEEM11. The solitons behavior in optical to the Kudryashov’s quintuple self-phase modulation have been extremely studied by Li et al12. The complex structures of the Biswas-Milovic equation for power, parabolic and dual parabolic law nonlinearities were investigated in13. Author of14 obtained optical soliton solutions for Schrödinger type nonlinear evolution equations by the \(\tan (\phi /2)\)-expansion method. In15, researchers used the same technique to extract dispersive dark optical soliton solutions to Tzitzéica type nonlinear evolution equations arising in nonlinear optics. Qian et al.16 applied the Hirota’s bilinear methodology to get nonparaxial solitons in a dimensionless coupled nonlinear Schrödinger system with cross-phase modulation. There are a few applications about NLSE, for case, optics, plasma material science, quantum mechanics, biophysics, and profound water etc17. Quantum field hypothesis is one of the imperative regions of hypothetical material science to consider the waves phenomena18. NLSE conditions are utilized to decide the values of vitality levels in quantum mechanics19.
In this work, (1+1)-dimensional CNLS equation with quantum Hall effect is described by the following equation20
and the (2+1)-dimensional CNLS equation is given as follows21
The primary focus of this equation is the field function \(f=f(x, y,t)\), where \(\sigma ,b_1,b_2\) are the nonlinear coupling constants and a denotes the dispersion terms, and \(*\) is linked to the complex conjugate. The Jacobi elliptical function method was employed to obtain cnoidal solutions, the hyperbolic solutions and the trigonometric solutions for the CNLS equations22.
In recent years, the nonlinear models have gained much attention in nonlinear dynamics, caused by considerable implementations of various mathematical problems such as the multiple Exp-function scheme23, the Hirota’s bilinear method24,25, a logarithm transformation method26, orthogonal frequency division multiplexing27, non-Newtonian model to investigate the thermal behavior of blood flow28, a Lie analysis29 and the general lump solutions30,31,32,33. Several exact solutions to nonlinear models, which are gained through many mathematical methods, are excellently effective in numerous physical technology and engineering fields including plasma physics, solid-state physics, space technology, fluids, and optical fiber communication. Methods have been used to derive certain solutions of the NLPDEs, including the maximum external quantum efficiency34, the parametric unified weak vector equilibrium problems35, the back-propagation neural network technique36, the multimodal vision-language learning scheme37 and the complete language-vision interaction network method38. Their implications span a wide array of fields, illustrating the practical importance of nonlinear systems for example, the multimodal hybrid parallel network technique39, the multi-scale channel-spatial scheme40, the internet of things technique41, the novel quaternary surfactant scheme42 and the combining the physical mechanism models with the Long Short-Term Memory network43. By analyzing nonlinear systems, scientists continue to explore new connections and methods that improve both theoretical understanding and practical uses such as the Fourier decomposition scheme44, the nonlinear descriptor systems45, a quasi-Z-source network46, single-stage multi-input method47,48. Nonlinear system has various applications in scientific and engineering discipline for example the symmetrical printed structures method49, a lightweight method for intelligent detection50, the finite element multi-physics method51, the higher-order finite dimensional algebra technique52, the fractional ornstein-uhlenbeck processes with periodic mean53. In addition, there are many applicable modes including the compositional optimization and structural techniques54, mechanical properties of hot dry granite under thermal-mechanical couplings55, fluid inverse volumetric modeling56, H\(\infty\) output feedback design method57 and the Hamilton-Jacobi-Issacs inequality58. Finally, researchers use systems where have applications in a two-dimensional plasma fluid dynamics model coupled with the current module59, constraints for the unique analytic inverse of polynomials of fractional orders60, observer design method for nonlinear generalized systems61, and so forth. The importance of the nonlinear phenomena has grown in a number of newly established categories, including branch of applied mathematics as well as mathematical physics62,63,64,65,66. The investigations on various types of wave propagation generated by some unavoidable geophysical disturbance are parts of extensive mathematical modeling and analysis67,68,69,70,71. The (2+1)-dimensional CNLS equation was investigated the extended direct algebraic and extended trial equation method72. The extended Fan sub-equation method was used to solve the CNLS equation73. Based on physics-informed neural networks, gradient-enhanced physics-informed neural networks (gPINNs) add the partial derivative loss term of the independent variable and the physical constraint term was improved the accuracy of network training74. The nonlinear state-space model based on the expectation maximization algorithm wherein the decomposition of t-distribution as well as the particle smoother was applied a robust identification strategy75. The multiple sets of synchronized systems was termed as a multi-chimera state and has been documented in a network of FitzHugh-Nagumo systems under strong coupling conditions76. The robust type-3 fuzzy controller implementation for the path-tracking task of driverless cars during critical driving conditions and subject to exogenous disturbances was introduced in77. The closed-form solitary wave solutions for the Chaffee–Infante equation were obtained and has many applications in mass transport and particle diffusion78. An improved transient sub-domain analytical model was proposed to analyze the performance of a novel proposed hybrid excitation magnetic lead screw for the WEC system79. An optimal control of an affine nonlinear system with unknown system dynamics was considered a new identifier-critic framework was proposed to solve the optimal control problem80. The authors of81 investigated the nonlinear Zakharov system through a comprehensive analysis that integrates logarithmic transformations and the symbolic structures of exponential functions. The Heisenberg ferromagnetic spin chain (HFSC) equation was solved by a logarithmic transformation-based method82. The analysis of traveling wave solutions to a special kind of nonlinear Schrödinger equation with logarithmic nonlinearity was investigated and all traveling wave solutions were obtained83. A general form of the multi-wave and soliton molecules in traveling wave form solutions were obtained to the linear structure of Sharma-Tasso-Olver-Burgers equation84. The problem of nonfragile finite-time stabilization for linear discrete mean-field stochastic systems was studied85.
The different forms of optical pulses in the nonlinear optical fiber to the higher order nonlinear Schrödinger equation were discussed86. An inventive Ricatti equation mapping approach was used to solve the dynamic characteristics of the (3+1)-dimensional generalized equation governing shallow water waves87. With the same method the (2+1)-dimensional Boussinesq equation has been analyzed to obtain the solitary wave solutions88.
The investigation of the W-chirped solitons and modulation instability were addressed in nonlinear optic fibers to the modified cubic-quintic complex Ginzburg-Landau equation with parabolic law nonlinearity89. Optical soliton solutions of the generalized non-autonomous nonlinear Schr?dinger equations were obtained using the new Kudryashov’s method90. The modulation instability and the dynamics of solitary waves in a higher-order nonlinear Schrödinger equation were studied by the modified sub-equation method91.
This system makes a physical model that can be exerted to define various categories of nonlinear matters or mechanisms in physical and engineering sciences, optics, and electric communications. In this paper, some solutions including soliton, bright soliton, singular soliton, periodic wave solutions by the modified extended tanh-function method were also obtained.
Inspired by the previous work, the aim of the paper is to investigate the solitons and other form of solutions. The outline of the paper is as follows. In Section “Organized procedure of modified extended tanh-function method”, the modified extended tanh-function method is offered. In Section “Application of METFM”, different forms of solitary wave solutions for the (1+1)- and (2+1)-dimensional CNLS equations are established by the modified extended tanh-function method. Finally, the conclusions are provided in Section “Outcomes and visual presentation”.
Organized procedure of modified extended tanh-function method
A systematic strategy is used to solve a NLPDE in three variables:
Step 1.
First step involves employing a wave transformation, in which f(x, y, t) can be expressed as \(F(\xi )\), where \(\xi =l_1x+l_2y-vt\). This transformation serves the purpose of converting the given NLPDE into ODE. Subsequently, we employ the METFM and integrate the concept of the METFM to proceed with the solution process.
Step 2. We look for Eq. (4) solutions in the form by METFM:
where \(\phi (\xi )\) satisfies
where \(\varepsilon =\pm 1\). By applying the balance rule on Eq. (4), the integer N can be estimated. Substituting by Eq. (5) and Eq. (6) into Eq. (4). Then, a polynomial in \(\phi (\xi )\) is recovered. Adding all terms with the same powers together and equating them to zero, we obtain a set of nonlinear equations that can be solved by Mathematica software packages to determine the unknown values of \(\mu _i\) and \(\lambda _i\).
Step 4. From the different possible values of \(w_1, w_2, w_3\) and \(w_4\), then Eq. (6) has many fundamental solutions as follows:
Case 1: When \(w_0 = w_1 = w_3 = 0\), the following solutions are raised:
Case 2: When \(w_1 = w_3 = 0\), the following solutions are raised:
where m is the modulus of the Jacobi elliptic functions and \(0 < m \le 1\).
Case 3: When \(w_0=w_1 = w_4 = 0\), the following solutions are raised:
Case 4: When \(w_2 = w_4 = 0, w_0\ne 0, w_3>0\), the following solutions are raised:
where \(\mathfrak {A_2} = - \frac{4w_1}{w_3}\) and \(\mathfrak {A_3} = - \frac{4w_0}{w_3}\) are called Weierstrass elliptic function in-variants.
Case 5: When \(w_0=w_1 = w_2 = 0,\) the following solutions are raised:
Case 6: When \(w_3 = w_4 = 0,\) the following solutions are raised:
Case 7: When \(w_0= w_1 = 0, w_4>0,\) the following solutions are raised:
Application of METFM
In this context, we will look at how the METFM may be used to the (1+1) and (2+1)-dimensional chiral nonlinear Schrödinger equations within the framework of the ideal fluid model. After conducting the integration, we derive the following ODE by replacing the travelling wave variable into Eqs. (1) and (2).
Application of METFM on Eq. (1)
Take the following transformation
Inserting Eq. (14) into Eq. (1), we receive
as imaginary part and as real part is obtained below
Equating the terms \(F''\) and \(F^3\) yields \(N=1\). As a result, we have the flexibility to choose \(F(\xi )\) from Eq. (5);
Where \(\mu _0,\mu _1\) and \(\lambda _1\) are variables that will be determined. We build a set of algebraic equations involving the variables \(\mu _0,\mu _1,\lambda _1,w_1,w_2,w_3\) and \(w_4\) by substituting Eq. (17) with Eq. (6) in Eq. (16) and then setting the coefficients of \(\phi ^i(\xi )\) to zero.
We use Maple to solve this system of algebraic equations and get following values of those unknown parameters:
First class of solutions (according to parameters (19)):
where m is the modulus of the Jacobi elliptic functions and \(0 < m \le 1\).
Remark 1
When \(m\rightarrow 1\), then \(cn(\xi , m)\rightarrow { sech}(\xi )\) hence the bright soliton solution (21) will be as
Remark 2
When \(m\rightarrow 1\), then \(dn(\xi , m)\rightarrow { sech}(\xi )\) hence the bright soliton solution (21) will be as
Remark 3
When \(m\rightarrow 1\), then \(sn(\xi , m)\rightarrow { tanh}(\xi )\) hence the dark soliton solution (21) will be as
Second class of solutions (according to parameters (27)):
where m is the modulus of the Jacobi elliptic functions and \(0 < m \le 1\).
Remark 4
When \(m\rightarrow 1\), then \(cn(\xi , m)\rightarrow { sech}(\xi )\) hence the bright soliton solution (28) will be as
Remark 5
When \(m\rightarrow 1\), then \(dn(\xi , m)\rightarrow { sech}(\xi )\) hence the bright soliton solution (28) will be as
Remark 6
When \(m\rightarrow 1\), then \(sn(\xi , m)\rightarrow { tanh}(\xi )\) hence the dark soliton solution (28) will be as
where \(\mathfrak {A_2} = - \frac{4w_1}{w_3}\) and \(\mathfrak {A_3} = - \frac{4w_0}{w_3}\) are called Weierstrass elliptic function in-variants.
Third class of solutions (according to parameters (34)):
where m is the modulus of the Jacobi elliptic functions and \(0 < m \le 1\).
Remark 7
When \(m\rightarrow 1\), then \(cn(\xi , m)\rightarrow { sech}(\xi )\) hence the combined bright-singular solution (35) will be as
Remark 8
When \(m\rightarrow 1\), then \(dn(\xi , m)\rightarrow { sech}(\xi )\) hence the combined bright-singular solution (35) will be as
Remark 9
When \(m\rightarrow 1\), then \(sn(\xi , m)\rightarrow { tanh}(\xi )\) hence the combined dark-singular solution (35) will be as
Fourth class of solutions (according to parameters (39)):
where m is the modulus of the Jacobi elliptic functions and \(0 < m \le 1\).
Remark 10
When \(m\rightarrow 1\), then \(cn(\xi , m)\rightarrow { sech}(\xi )\) hence the combined bright-singular solution (40) will be as
Remark 11
When \(m\rightarrow 1\), then \(dn(\xi , m)\rightarrow { sech}(\xi )\) hence the combined bright-singular solution (40) will be as
Remark 12
When \(m\rightarrow 1\), then \(sn(\xi , m)\rightarrow { tanh}(\xi )\) hence the combined dark-singular solution (40) will be as
Application of METFM on Eq. (2)
Take the following transformation
Inserting Eq. (45) into Eq. (2), we receive
as imaginary part and as real part is obtained below
Equating the terms \(F''\) and \(F^3\) yields \(N=1\). As a result, we have the flexibility to choose \(F(\xi )\) from Eq. (5);
Where \(\mu _0,\mu _1\) and \(\lambda _1\) are variables that will be determined. We build a set of algebraic equations involving the variables \(\mu _0,\mu _1,\lambda _1,w_1,w_2,w_3\) and \(w_4\) by substituting Eq. (48) with Eq. (6) in Eq. (47) and then setting the coefficients of \(\phi ^i(\xi )\) to zero.
We use Maple to solve this system of algebraic equations and get following values of those unknown parameters:
First class of solutions (according to parameters (50)):
where m is the modulus of the Jacobi elliptic functions and \(0 < m \le 1\).
Remark 1
When \(m\rightarrow 1\), then \(cn(\xi , m)\rightarrow { sech}(\xi )\) hence the bright soliton solution (52) will be as
Remark 2
When \(m\rightarrow 1\), then \(dn(\xi , m)\rightarrow { sech}(\xi )\) hence the bright soliton solution (52) will be as
Remark 3
When \(m\rightarrow 1\), then \(sn(\xi , m)\rightarrow { tanh}(\xi )\) hence the dark soliton solution (52) will be as
Second class of solutions (according to parameters (58)):
where m is the modulus of the Jacobi elliptic functions and \(0 < m \le 1\).
Remark 4
When \(m\rightarrow 1\), then \(cn(\xi , m)\rightarrow { sech}(\xi )\) hence the singular soliton solution (60) will be as
so that \(w_2w_4<0\).
Remark 5
When \(m\rightarrow 1\), then \(dn(\xi , m)\rightarrow { sech}(\xi )\) hence the singular soliton solution (60) will be as
so that \(w_2w_4<0\).
Remark 6
When \(m\rightarrow 1\), then \(sn(\xi , m)\rightarrow { tanh}(\xi )\) hence the soliton solution (60) will be as
so that \(w_2<0\) and \(w_2w_4<0\).
where \(\mathfrak {A_2} = - \frac{4w_1}{w_3}\) and \(\mathfrak {A_3} = - \frac{4w_0}{w_3}\) are called Weierstrass elliptic function in-variants.
Third class of solutions (according to parameters (68)):
where m is the modulus of the Jacobi elliptic functions and \(0 < m \le 1\).
Remark 7
When \(m\rightarrow 1\), then \(cn(\xi , m)\rightarrow { sech}(\xi )\) hence the bright-singular soliton solution (69) will be as
so that \(w_2w_4<0\).
Remark 8
When \(m\rightarrow 1\), then \(dn(\xi , m)\rightarrow { sech}(\xi )\) hence the bright-singular soliton solution (69) will be as
so that \(w_2w_4<0\).
Remark 9
When \(m\rightarrow 1\), then \(sn(\xi , m)\rightarrow { tanh}(\xi )\) hence the soliton solution (69) will be as
so that \(w_2<0\) and \(w_2w_4<0\).
Fourth class of solutions (according to parameters (74)):
where m is the modulus of the Jacobi elliptic functions and \(0 < m \le 1\).
Remark 10
When \(m\rightarrow 1\), then \(cn(\xi , m)\rightarrow { sech}(\xi )\) hence the bright-singular soliton solution (75) will be as
so that \(w_2w_4<0\).
Remark 11
When \(m\rightarrow 1\), then \(dn(\xi , m)\rightarrow { sech}(\xi )\) hence the bright-singular soliton solution (75) will be as
so that \(w_2w_4<0\).
Remark 12
When \(m\rightarrow 1\), then \(sn(\xi , m)\rightarrow { tanh}(\xi )\) hence the soliton solution (75) will be as
so that \(w_2<0\) and \(w_2w_4<0\).
Plot of bright soliton solution (20) for the solutions (a, c) \(\Re (f)\), (b, d) \(\Im (f)\), where \(f=f_{1,1}(x,t)\).
Plot of singular periodic solution (20) for the solutions (a, c) \(\Re (f)\), (b, d) \(\Im (f)\), where \(f=f_{1,2}(x,t)\).
Plot of dark soliton solution (21) for the solutions (a, c) \(\Re (f)\), (b, d) \(\Im (f)\), where \(f=f_{1,4}(x,t)\).
Plot of periodic solution (21) for the solutions (a, c) \(\Re (f)\), (b, d) \(\Im (f)\), where \(f=f_{1,5}(x,t)\).
Outcomes and visual presentation
Our research encompassed a thorough investigation into the CNLS equations derived from a quantum mechanics model in a two-dimensional space with time evolution. We obtained a variety of solutions by employing METFM. Using the METFM, we discovered bell-shaped and shock solitons. In this section, we provide 3D and density diagrams of some selected solutions to show the physical behavior of some extracted solutions.
Plot of dark soliton solution (40) for the solutions (a, c) \(\Re (f)\), (b, d) \(\Im (f)\), where \(f=f_{4,1}(x,t)\).
Plot of periodic solution (40) for the solutions (a, c) \(\Re (f)\), (b, d) \(\Im (f)\), where \(f=f_{4,2}(x,t)\).
(1+1)-dimensional CNLSE:
Figure 1 shows the solution with bright soliton type of Eq. (20) \(f_{1,1}(\xi ,\eta )\) when assuming \(w_2 = 2, w_4 = -1, \sigma = 2, \mu _0 = 1, \mu _1 = 2, l = 2, \epsilon = 1, \eta _0 = 1.\) Also, Fig. 2 shows the solution with singular periodic type of Eq. (20) \(f_{1,2}(\xi ,\eta )\) when assuming \(w_2 = 2, w_4 = 1, \sigma = 2, \mu _0 = 1, \mu _1 = 2, l = 2, \epsilon = 1, \eta _0 = 1\). Figure 3 shows the solution with dark soliton type of Eq. (21) \(f_{1,4}(\xi ,\eta )\) when assuming \(w_2 = -2, w_4 = 1, \sigma = 2, \mu _0 = 1, \mu _1 = 2, l = 2, \epsilon = 1, \eta _0 = 1\). In addition, Fig. 4 presents the solution with periodic type of Eq. (21) \(f_{1,5}(\xi ,\eta )\) when assuming \(w_2 = 2, w_4 = 1, \sigma = 2, \mu _0 = 1, \mu _1 = 2, l = 2, \epsilon = 1, \eta _0 = 1\). Figure 5 shows the solution with dark-singular soliton type of Eq. (40) \(f_{4,1}(\xi ,\eta )\) when assuming \(w_2 = -2, w_4 = 1, \sigma = 2, \mu _0 = 0, \mu _1 = 2, \lambda _1=2,l = 2, \epsilon = 1, \eta _0 = 1\). In addition, Fig. 6 presents the solution with periodic-singular type of Eq. (40) \(f_{4,2}(\xi ,\eta )\) when assuming \(w_2 = 2, w_4 = 1, \sigma = 2, \mu _0 = 0, \mu _1 = 2, \lambda _1=-2,l = 2, \epsilon = 1, \eta _0 = 1\).
Plot of bright soliton solution (51) for the solutions (a, c) \(\Re (f)\), (b, d) \(\Im (f)\), where \(f=f_{1,1}(x,t)\).
Plot of periodic solution (51) for the solutions (a, c) \(\Re (f)\), (b, d) \(\Im (f)\), where \(f=f_{1,2}(x,t)\).
Plot of dark soliton solution (52) for the solutions (a, c) \(\Re (f)\), (b, d) \(\Im (f)\), where \(f=f_{1,4}(x,t)\).
Plot of periodic solution (52) for the solutions (a, c) \(\Re (f)\), (b, d) \(\Im (f)\), where \(f=f_{1,5}(x,t)\).
Plot of periodic-singular solution (66) for the solutions (a, c) \(\Re (f)\), (b, d) \(\Im (f)\), where \(f=f_{2,13}(x,t)\).
Plot of soliton solution (66) for the solutions (a, c) \(\Re (f)\), (b, d) \(\Im (f)\), where \(f=f_{2,14}(x,t)\).
(2+1)-dimensional CNLSE:
Figure 7 shows the solution with bright soliton type of Eq. (51) \(f_{1,1}(\xi ,\eta )\) when assuming \(w_2 = 2, w_4 = -1, s_2=2, a=2,b_1=1,b_2=2,l_1=1,l_2=2,\sigma = 2, \mu _0 = 1, \mu _1 = 2, \epsilon = 1, \eta _0 = 1\). Also, Fig. 8 shows the solution with singular periodic type of Eq. (51) \(f_{1,2}(\xi ,\eta )\) when assuming \(w_2 = 2, w_4 = -1, s_2=2, a=2,b_1=1,b_2=2,l_1=1,l_2=2,\sigma = 2, \mu _0 = 1, \mu _1 = 2, \epsilon = 1, \eta _0 = 1\). Figure 9 shows the solution with dark soliton type of Eq. (52) \(f_{1,4}(\xi ,\eta )\) when assuming \(w_2 = -0.25, w_4 = 1, s_2=1, a=2,b_1=1,b_2=1,l_1=1,l_2=2,\sigma = 2, \mu _0 = 1, \mu _1 = 2, \epsilon = 1, \eta _0 = 1\). In addition, Fig. 10 presents the solution with periodic type of Eq. (52) \(f_{1,5}(\xi ,\eta )\) when assuming \(w_2 = 0.25, w_4 = 1, s_2=1, a=2,b_1=1,b_2=1,l_1=1,l_2=2,\sigma = 2, \mu _0 = 1, \mu _1 = 2, \epsilon = 1, \eta _0 = 1\). Figure 11 shows the solution with periodic type of Eq. (66) \(f_{2,13}(\xi ,\eta )\) when assuming \(w_2 = -2, w_4 = 1, s_2=1, a=2,b_1=1,b_2=1,l_1=1,l_2=2,\sigma = 2, \mu _0 = 1, \lambda _1 = 2, \epsilon = 1, \eta _0 = 1\). In addition, Fig. 12 presents the solution with soliton type of Eq. (66) \(f_{2,14}(\xi ,\eta )\) when assuming \(w_2 = 0.1, w_4 = 1, s_2=1, a=1,b_1=1,b_2=1,l_1=1,l_2=1,\sigma = 1, \mu _0 = 1, \lambda _1 = 1, \epsilon = 1, \eta _0 = 1\).
Conclusion
The modified extended tanh-function technique was effectively applied to study optical solitons and other wave solutions in the (1+1)- and (2+1)-dimensional Chiral nonlinear Schrödinger equations. Different kinds of solutions were extracted, like (bright, dark, combo bright-dark, singular) soliton, hyperbolic, combo hyperbolic, combo periodic, singular periodic, rational and exponential. Additionally, the graphical simulations were provided to illustrate the nature of these derived results. These findings were the great significance for the further development of optical communication systems. Furthermore, this reliable and efficient technique can be used to solve a variety of physical and applied science models. We deduced that the proposed methods were powerful with observation to find analytical results to nonlinear evolution models. Our implemented methods can be used in the future to achieve more unprecedented outcomes to various kinds of nonlinear dynamical equations. This research sets the foundation for future investigations and experiments on even more complex systems that don’t follow straightforward rules, and how these can be used in real-life situations.
Data availability
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Bouchaala, F. et al. Scattering and intrinsic attenuation as a potential tool for studying of a fractured reservoir. J. Pet. Sci. Eng. 174, 533–543 (2019).
Bouchaala, F., Ali, M. Y. & Matsushima, J. Attenuation study of a clay-rich dense zone in fractured carbonate reservoirs. Geophys. 84(3), B205–B216 (2019).
Yin, L. et al. PriMonitor: An adaptive tuning privacy-preserving approach for multimodal emotion detection. World Wide Web-Internet Web Inform. Sys. 27(9), 1–28 (2024).
Yin, L., Lin, S., Sun, Z., Li, R. & He, Y. A game-theoretic approach for federated learning: A trade-off among privacy. Accuracy Energy. Digital Commun. Netw. 10, 389–403 (2024).
Zhu, C., Al-Dossari, M., Rezapour, S., Alsallami, S. A. M. & Gunay, B. Bifurcations, chaotic behavior, and optical solutions for the complex Ginzburg-Landau equation. Results Phys. 59, 107601 (2024).
Aghdaei, M. F. & Manafian, J. Optical soliton wave solutions to the resonant Davey-stewartson system. Opt. Quantum Elec. 48, 1–33 (2016).
Guo, C., Hu, J., Hao, J., Čelikovský, S. & Hu, X. Fixed-time safe tracking control of uncertain high-order nonlinear pure-feedback systems via unified transformation functions. Kybernetika 59(3), 342–364 (2023).
Xi, X., Li, J., Wang, Z., Tian, H. & Yang, R. The effect of high-order interactions on the functional brain networks of boys with ADHD. Eur. Phys. J. Special Topics 233(4), 817–829 (2024).
Shi, X., Ishtiaq, U., Din, M., & Akram, M. Fractals of interpolative Kannan mappings. Fractal Fract. 8(8), 493 (2024).
Guo, C., Hu, J., Wu, Y. & Čelikovský, S. Non-Singular Fixed-Time Tracking Control of Uncertain Nonlinear Pure-Feedback Systems With Practical State Constraints. IEEE Trans. Circuits Sys. I 70(9), 3746–3758 (2023).
Ali, N. H., Mohammed, S. A. & Manafian, J. New explicit soliton and other solutions of the Van der Waals model through the EShGEEM and the IEEM. J. Mod. Technol. Eng. 8(1), 5–18 (2023).
Li, R. et al. Different forms of optical soliton solutions to the Kudryashov’s quintuple self-phase modulation with dual-form of generalized nonlocal nonlinearity. Results Phys. 46, 106293 (2023).
Manafian, J. On the complex structures of the Biswas-Milovic equation for power, parabolic and dual parabolic law nonlinearities. Eur. Phys. J. Plus 130, 1–20 (2015).
Manafian, J. Optical soliton solutions for Schrödinger type nonlinear evolution equations by the \(\tan (\phi /2)\)-expansion method. Optik 127, 4222–4245 (2016).
Manafian, J. & Lakestani, M. Dispersive dark optical soliton with Tzitzéica type nonlinear evolution equations arising in nonlinear optics. Opt. Quantum Elec. 48, 1–32 (2016).
Qian, Y. et al. Nonparaxial solitons and the dynamics of solitary waves for the coupled nonlinear Helmholtz systems. Opt. Quantum Elec. 55, 1022 (2023).
Liu, Y., Manafian, J., Singh, G., Alkader, N. A. & Nisar, K. S. Analytical investigations of propagation of ultra-broad nonparaxial pulses in a birefringent optical waveguide by three computational ideas. Sci. Rep. 14, 6317 (2024).
Tala-Tebue, E., Djoufack, Z. I., Kamdoum-Tamo, P. H. & Kenfack-Jiotsa, A. Cnoidal and solitary waves of a nonlinear Schrödinger equation in an optical fiber. Optik 174, 508–512 (2018).
Rezazadeh, H., Younis, M., Eslami, M., Bilal, M. & Younas, U. New exact traveling wave solutions to the (2+1)-dimensional Chiral nonlinear Schrödinger equation. Math. Model. Nat. Phen. 16, 1–15 (2021).
Nishino, A., Umeno, Y. & Wadati, M. Chiral nonlinear Schrödinger equation. Chaos Solitons Frac. 9(7), 1063–1069 (1998).
Eslami, M. Trial solution technique to chiral nonlinear Schrödinger’s equation in (1+2)-dimensions. Nonlinear Dyn. 85(2), 813–816 (2016).
Tala-Tebue, E., Rezazadeh, H., Javeed, S., Baleanu, D. & Korkmaz, A. Solitons of the (1+1)- and (2+1)-dimensional chiral nonlinear Schrödinger equations with the Jacobi elliptical function method. Qualit. Theo. Dyn. Sys. 22, 106 (2023).
Liu, J. G., Zhou, L. & He, Y. Multiple soliton solutions for the new (2+1)-dimensional Korteweg-de Vries equation by multiple exp-function method. Appl. Math. Let. 80, 71–78 (2018).
Gu, Y. et al. Variety interaction between k-lump and k-kink solutions for the (3+1)-D Burger system by bilinear analysis. Res. Phys. 43, 106032 (2022).
Manafian, J. & Lakestani, M. N-lump and interaction solutions of localized waves to the (2+1)-dimensional variable-coefficient Caudrey-Dodd-Gibbon-Kotera-Sawada equation. J. Geom. Phys. 150, 103598 (2020).
Manafian, J., Mohammed, S. A., Alizadeh, A., Baskonus, H. M. & Gao, W. Investigating lump and its interaction for the third-order evolution equation arising propagation of long waves over shallow water. Eur. J. Mech.-B/Fluids 84, 289–301 (2020).
Kapse, Y. D. & Mohani, S. P. Performance analysis of OFDM with variations in cyclic prefix and FFT lengths. Rev. Comput. Eng. Res. 10(4), 182–198 (2023).
Haowei, M. A. et al. Employing Sisko non-Newtonian model to investigate the thermal behavior of blood flow in a stenosis artery: Effects of heat flux, different severities of stenosis, and different radii of the artery. Alexandria Eng. J. 68, 291–300 (2023).
Rao, X. et al. The nonlinear vibration and dispersive wave systems with extended homoclinic breather wave solutions. Open Phys. 20, 795–821 (2022).
Wu, W. et al. Numerical and analytical results of the 1D BBM equation and 2D coupled BBM-system by finite element method. Int. J. Modern Phys. B 36(28), 2250201 (2022).
Pan, Y. et al. N-lump solutions to a (3+1)-dimensional variable-coefficient generalized nonlinear wave equation in a liquid with gas bubbles. Qual. Theo. Dyn. Sys. 21, 127 (2022).
Shen, X. et al. Abundant wave solutions for generalized Hietarinta equation with Hirota’s bilinear operator. Modern Phys. Lett. B 36(10), 2250032 (2022).
Li, R. et al. A mathematical study of the (3+1)-D variable coefficients generalized shallow water wave equation with its application in the interaction between the lump and soliton solutions. Math. 10, 3074 (2022).
Pan, Z. et al. Highly efficient solution-processable four-coordinate boron compound: A thermally activated delayed fluorescence emitter with short-lived phosphorescence for OLEDs with small efficiency roll-off. Chem. Eng. J. 483, 149221 (2024).
Zhou, D., Peng, Z., Lin, Z. & Wang, J. Continuity of the solution set mappings to parametric unified weak vector equilibrium problems via free-disposal sets. RAIRO-Oper. Res. https://doi.org/10.1051/ro/2024028.
Fei, R., Guo, Y., Li, J., Hu, B. & Yang, L. An Improved BPNN Method Based on Probability Density for Indoor Location. IEICE Trans. Inform. Sys. E106.D(5), 773–785 (2023).
Chen, C., Han, D. & Chang, C. C. MPCCT: Multimodal vision-language learning paradigm with context-based compact Transformer. Pattern Recogn. 147, 110084 (2024).
Chen, C., Han, D. & Shen, X. CLVIN: Complete language-vision interaction network for visual question answering. Knowl.-Based Sys. 275, 110706 (2023).
Shi, S., Han, D. & Cui, M. A multimodal hybrid parallel network intrusion detection model. Connect. Sci. 35, 2227780 (2023).
Wanh, H., Han, D., Cui, M. & Chen, C. NAS-YOLOX: A SAR ship detection using neural architecture search and multi-scale attention. Connect. Sci. 35, 1–32 (2023).
Han, D. et al. LMCA: A lightweight anomaly network traffic detection model integrating adjusted mobilenet and coordinate attention mechanism for IoT. Telecommun. Sys. 84, 549–564 (2023).
Dou, J. et al. Surface activity, wetting, and aggregation of a perfluoropolyether quaternary ammonium salt surfactant with a hydroxyethyl group. Molecules 28(20), 7151 (2023).
Guo, J. et al. Study on optimization and combination strategy of multiple daily runoff prediction models coupled with physical mechanism and LSTM. J. Hydrol. 624, 129969 (2023).
Chen, X., Yang, P., Wang, M., Hu, F. & Xu, J. Output voltage drop and input current ripple suppression for the pulse load power supply using virtual multiple quasi-notch-filters impedance. IEEE Trans. Power Elec. 38(8), 9552–9565 (2023).
Meng, S., Meng, F., Chi, H., Chen, H. & Pang, A. A robust observer based on the nonlinear descriptor systems application to estimate the state of charge of lithium-ion batteries. J. Franklin Inst. 360(16), 11397–11413 (2023).
Chen, D. L., Zhao, J. W. & Qin, S. R. SVM strategy and analysis of a three-phase quasi-Z-source inverter with high voltage transmission ratio. Sci. China Tech. Sci. 66, 2996–3010 (2023).
Chen, D., Zhao, T., Han, L. & Feng, Z. Single-stage multi-input buck type high-frequency link’s inverters with series and simultaneous power supply. IEEE Trans. Power Electron. 37(6), 7411–7421 (2022).
Chen, D., Zhao, T. & Xu, S. Single-stage multi-input buck type high-frequency link’s inverters with multiwinding and time-sharing power supply. IEEE Trans. Power Electron. 37(10), 12763–12773 (2022).
Zhang, G. et al. Electric-field-driven printed 3D highly ordered microstructure with cell feature size promotes the maturation of engineered cardiac tissues. Adv. Sci. 10(11), 2206264 (2023).
Li, J., Tang, H., Li, X., Dou, H. & Li, R. LEF-YOLO: A lightweight method for intelligent detection of four extreme wildfires based on the YOLO framework. Int. J. Wildland Fire 33, WF23044 (2023).
Hong, J., Gui, L. & Cao, J. Analysis and experimental verification of the tangential force effect on electromagnetic vibration of PM motor. IEEE Trans. Energy Conver. 38(3), 1893–1902 (2023).
Liao, L. et al. Color image recovery using generalized matrix completion over higher-order finite dimensional algebra. Axioms 12(10), 954 (2023).
Jiang, H., Li, S. M. & Wang, W. G. Moderate deviations for parameter estimation in the fractional Ornstein-Uhlenbeck processes with periodic mean. Acta Math. Sinica, English Ser. 40, 1308–1324 (2024).
He, X. et al. Excellent microwave absorption performance of LaFeO_3/Fe_3O_4/C perovskite composites with optimized structure and impedance matching. Carbon 213, 118200 (2023).
Wang, K. et al. Experimental study of mechanical properties of hot dry granite under thermal-mechanical couplings. Geothermics 119, 102974 (2024).
Xie, X., Gao, Y., Hou, F., Cheng, T., Hao, A. & Qin, H. Fluid inverse volumetric modeling and applications from surface motion. IEEE Trans. Visualiz. Comput. Graph. 1-17 (2024) http://dx.doi.org/10.1109/TVCG.2024.3370551.
Meng, F., Pang, A., Dong, X., Han, C. & Sha, X. H\(\infty\) optimal performance design of an unstable plant under bode integral constraint. Complexity[SPACE]https://doi.org/10.1155/2018/4942906 (2018).
Meng, F., Wang, D., Yang, P. & Xie, G. Application of sum of squares method in nonlinear H\(\infty\) control for satellite attitude maneuvers. Complexity[SPACE]https://doi.org/10.1155/2019/5124108 (2019).
Qi, B. & Yu, D. Numerical simulation of the negative streamer propagation initiated by a free metallic particle in N2/O2 mixtures under non-uniform field. Processes 12(8), 1554 (2024).
Zhan, P. et al. Dynamic hysteresis compensation and iterative learning control for underwater flexible structures actuated by macro fiber composites. Ocean Eng. 298(15), 117242 (2024).
Meng, S. et al. Observer design method for nonlinear generalized systems with nonlinear algebraic constraints with applications. Automatica 162, 111512 (2024).
Mehrpooya, M., Ghadimi, N., Marefati, M. & Ghorbanian, S. A. Numerical investigation of a new combined energy system includes parabolic dish solar collector, stirling engine and thermoelectric device. Int. J. Energy Res. 45(11), 16436–16455 (2021).
Jiang, W., Wang, X., Huang, H., Zhang, D. & Ghadimi, N. Optimal economic scheduling of microgrids considering renewable energy sources based on energy hub model using demand response and improved water wave optimization algorithm. J. Energy Storage 55(1), 105311 (2022).
Erfeng, H. & Ghadimi, N. Model identification of proton-exchange membrane fuel cells based on a hybrid convolutional neural network and extreme learning machine optimized by improved honey badger algorithm. Sustain Energy Tech. Asses. 52, 102005 (2022).
Han, E. & Ghadimi, N. Model identification of proton-exchange membrane fuel cells based on a hybrid convolutional neural network and extreme learning machine optimized by improved honey badger algorithm. Sustain Energy Tech. Asses. 52, 102005 (2022).
Cai, W. et al. Optimal bidding and offering strategies of compressed air energy storage: A hybrid robust-stochastic approach. Renew. Energy 143, 1–8 (2019).
Yu, D. et al. Energy management of wind-PV-storage-grid based large electricity consumer using robust optimization technique. J. Energy Storage 27, 101054 (2020).
Saeedi, M., Moradi, M., Hosseini, M., Emamifar, A. & Ghadimi, N. Robust optimization based optimal chiller loading under cooling demand uncertainty. Appl. Thermal. Eng. 148, 1081–1091 (2019).
Yuan, Z., Wang, W., Wang, H. & Ghadimi, N. Probabilistic decomposition-based security constrained transmission expansion planning incorporating distributed series reactor. IET Gener. Trans. Distrib 14(17), 3478–3487 (2020).
Mir, M., Shafieezadeh, M., Heidari, M. A. & Ghadimi, N. Application of hybrid forecast engine based intelligent algorithm and feature selection for wind signal prediction. Evolv. Sys. 11(4), 559–573 (2020).
Zhang, J., Khayatnezhad, M. & Ghadimi, N. Optimal model evaluation of the proton exchange membrane fuel cells based on deep learning and modified African vulture optimization algorithm. Energy Sour. A 44, 287–305 (2022).
Raza, N. & Javid, A. Optical dark and dark-singular soliton solutions of (1+2)-dimensional chiral nonlinear Schrödinger’s equation. Waves Rand. Comp. Med. 29(3), 496–508 (2019).
Osman, M. S. et al. Different types of progressive wave solutions via the 2D-chiral nonlinear Schrödinger equation. Front. Phys. 8, 215 (2020).
Xie, G. et al. A gradient-enhanced physics-informed neural networks method for the wave equation. Eng. Anal. Bound. Elem. 166, 105802 (2024).
Liu, X., Lou, S. & Dai, W. Further results on “System identification of nonlinear state-space models’’. Automatica 148, 110760 (2023).
Wang, Z., Chen, M., Xi, X., Tian, H. & Yang, R. Multi-chimera states in a higher order network of FitzHugh-Nagumo oscillators. Eur. Phys. J. Spec. Top. 233(4), 779–786 (2024).
Mohammadzadeh, A. et al. A non-linear fractional-order type-3 fuzzy control for enhanced path-tracking performance of autonomous cars. IET Control Theo. Appl. 18(1), 40–54 (2024).
Zhu, C., Al-Dossari, M., Rezapour, S. & Gunay, B. On the exact soliton solutions and different wave structures to the (2+1) dimensional Chaffee-Infante equation. Results Phys. 57, 107431 (2024).
Zhu, L. et al. A novel hybrid excitation magnetic lead screw and its transient sub-domain analytical model for wave energy conversion. IEEE Trans. Energy Convers.[SPACE]https://doi.org/10.1109/TEC.2024.3354512 (2024).
Luo, R., Peng, Z., Hu, J. & Ghosh, B. K. Adaptive optimal control of affine nonlinear systems via identifier-critic neural network approximation with relaxed PE conditions. Neural Netw. 167, 588–600 (2023).
Zhu, C., Al-Dossari, M., Rezapour, S., Shateyi, S. & Gunay, B. Analytical optical solutions to the nonlinear Zakharov system via logarithmic transformation. Res. Phys. 56, 107298 (2024).
Zhu, C. et al. Analytical study of nonlinear models using a modified Schrödinger’s equation and logarithmic transformation. Res. Phys. 55, 107183 (2023).
Kai, Y. & Yin, Z. On the Gaussian traveling wave solution to a special kind of Schrödinger equation with logarithmic nonlinearity. Modern Phys. Let. B 36(02), 2150543 (2021).
Kai, Y. & Yin, Z. Linear structure and soliton molecules of Sharma-Tasso-Olver-Burgers equation. Phys. Let. A 452, 128430 (2022).
Zhang, T., Deng, F. & Shi, P. Nonfragile finite-time stabilization for discrete mean-field stochastic systems. IEEE Trans. Automatic Control 68, 6423–6430 (2023).
Nasreen, N., Lu, D., Younas, U., Seadawy, A. R. & Iqbal, M. Dynamics of optical pulses with the effect of second-order spatiotemporal dispersion. Opt. Quant. Elec. 56, 852 (2024).
Nasreen, N. et al. Stability analysis and dynamics of solitary wave solutions of the (3+1)-dimensional generalized shallow water wave equation using the Ricatti equation mapping method. Res. Phys. 56, 107226 (2024).
Nasreen, N., Rafiq, M. N., Younas, U. & Lu, D. Sensitivity analysis and solitary wave solutions to the (2+1)-dimensional Boussinesq equation in dispersive media. Modern Phys. Lett. B 38(03), 2350227 (2024).
Abbagari, S., Houwe, A., Akinyemi, L., Senol, M. & Bouetou, T.B. W-chirped solitons and modulated waves patterns in parabolic law medium with anti-cubic nonlinearity. J. Nonlinear Opt. Phys. Mater. 2350087 (2023)
Rezazadeh, H. et al. Optical soliton solutions of the generalized non-autonomous nonlinear SchrÖdinger equations by the new Kudryashov’s method. Res. Phys. 24, 104179 (2021).
Akinyemi, L. et al. Effects of the higher-order dispersion on solitary waves and modulation instability in a monomode fiber. Optik 288, 171202 (2023).
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The authors extend their appreciation to Taif University, Saudi Arabia, for supporting this work through project number (TU-DSPP-2024-51).
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This research was funded by Taif University, Saudi Arabia, Project No. (TU-DSPP-2024-51).
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Luo, J., Manafian, J., Eslami, B. et al. Assorted optical solitons of the (1+1)- and (2+1)-dimensional Chiral nonlinear Schrödinger equations using modified extended tanh-function technique. Sci Rep 14, 25530 (2024). https://doi.org/10.1038/s41598-024-74050-y
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DOI: https://doi.org/10.1038/s41598-024-74050-y