Abstract
This article investigates a significant mathematical model for multiwave interactions. For the first time, the bilinear form of the (3+1)-dimensional negative-order Korteweg–de Vries (KdV)-Calogero–Bogoyavlenskii–Schiff (CBS) equation is derived using binary Bell polynomials, and 1, 2, and 3-soliton solutions are obtained through this bilinear form. These solutions are further visualized via 3D and 2D plots representations. This study fills a research gap in this direction and demonstrates that the results can significantly enhance the efficiency of obtaining diverse solutions for the (3+1)-dimensional negative-order KdV-CBS equation. It is anticipated that these solutions will not only deepen our understanding of the physical phenomena associated with the equation but also reveal more complex physical behaviors, thereby advancing analytical studies on solutions to other nonlinear partial differential equations.
1 Introduction
Nonlinear partial differential equations (NLPDEs) describe complex relationships between variables, capturing intricate dynamic behaviors that linear models cannot represent. Unlike linear equations, which often allow for superimposed solutions, nonlinear equations give rise to phenomena such as bifurcations, chaos, and solitons due to the interactions between variables. These characteristics make NLPDEs highly valuable in modeling a broad spectrum of physical systems across scientific and engineering disciplines.
In fluid mechanics, NLPDEs are critical for describing fluid behavior, accounting for factors like viscosity, turbulence, and nonlinear wave interactions. They provide essential insights into wave propagation and help explain extreme events like rogue waves-unexpected, large, and dangerous oceanic waves [1]. Similarly, in optical fiber communication, NLPDEs are crucial for optimizing data transmission by modeling the nonlinear effects that occur in optical fibers. The nonlinear Schrödinger equation, for example, describes light pulse propagation, helping engineers design systems to minimize signal distortion and loss. Solitons, which are stable, self-reinforcing wave packets, have proven particularly useful in improving the reliability and efficiency of optical communication systems, as they maintain their shape over long distances without dispersing, thereby preserving data integrity.
In plasma physics [2], NLPDEs are indispensable for understanding the complex behavior of plasmas, a state of matter consisting of charged particles influenced by electromagnetic forces. This understanding is vital in fusion research, where the goal is to harness nuclear fusion as a clean, virtually limitless energy source. NLPDEs are used to model plasma stability, confinement, and the interactions of plasma waves under extreme conditions, offering critical insights for the development of fusion reactors capable of sustaining energy-producing reactions.
Beyond these applications, NLPDEs are also used in meteorology, oceanography, and biology. In meteorology, they model atmospheric dynamics, improving the prediction of weather events such as storms. In oceanography, they aid in the study of wave dynamics and ocean circulation, enhancing our understanding of climate change. In biology, NLPDEs are employed to model the spread of diseases and population dynamics, assisting researchers in devising strategies for epidemic control.
In summary, NLPDEs are indispensable tools for modeling complex systems across multiple scientific and engineering fields. Their ability to describe nonlinear interactions makes them critical for advancing our understanding of fluid mechanics, optical communication, plasma physics, and beyond. As research progresses, the continued development and application of NLPDEs will likely yield deeper insights into complex systems, fostering innovation and discovery across diverse disciplines. With the advancement of science, scholars have discovered numerous methods for solving partial differential equations. However, no single technique has been proven universally successful in providing exact solutions for every model. In fact, a technique that performs well for one model may be ineffective for another. For instance, when studying localized solutions of NLPDEs, successfully derived various localized solutions for the Davey–Stewartson system, including dromions and rogue waves [3] using the truncated Painlevé analysis method. These solutions have demonstrated wide applications in fluid dynamics, oceanography, and nonlinear optics [4–6]. By employing symbolic computation and the Hirota method, they also successfully derived solutions for the variable coefficient higher-order Schrödinger equation, incorporating third-order dispersion, self-steepening, and stimulated Raman scattering effects. Other methods for solving partial differential equations include the tanh function method [7], Darboux transformation [8], Hirota bilinear method [9], bilinear neural network method [10], long-wave limit method [11], and Bäcklund transformation [12]. These methods can effectively aid in understanding and researching NLPDEs, enhancing our comprehension of nonlinear systems.
NLPDEs describe complex relationships between variables, revealing intricate dynamic behaviors. These equations are extensively employed in fields such as fluid mechanics, optical fiber communication, and plasma physics, and they play a crucial role in scientific and engineering research. By modeling phenomena such as wave propagation, turbulence, and soliton interactions, NLPDEs provide insights into the underlying mechanisms of various physical systems. Their applications range from predicting ocean waves and weather patterns to enhancing the performance of optical communication systems and understanding plasma behavior in fusion research [13–15]. Below are two important NLPDEs:
The integrable Korteweg–deVries (KdV) equation given as follows:
The KdV equation is a significant physical model that describes the propagation of shallow water waves. Its applications extend beyond shallow water phenomena to various other physical systems. For instance, in plasma physics, the KdV equation is predominantly employed to describe ion-acoustic waves and other nonlinear wave phenomena. In optical fiber communication, it is utilized to elucidate the propagation and interaction of optical pulses. Across these diverse physical contexts, the KdV equation and its variants offer a theoretical foundation for understanding and predicting nonlinear wave phenomena [16,17].
The integrable (2+1)-dimensional Calogero–Bogoyavlenskii–Schiff (CBS) equation given as
The nonlinear CBS equation describes the interaction between Riemann waves propagating along the
In this article, we study the (3+1)-dimensional negative-order KdV-CBS equation [21,22]:
where
Although there have been many profound studies on Eq. (5), there are still several unresolved issues persist. It is worth noting that currently, the bilinear form of Eq. (5) derived based on Bell polynomials has not been mentioned in relevant research. Therefore, in this article, we primarily investigate the bilinear form of Eq. (5) based on Bell polynomials and use this form to obtain soliton solutions. The results obtained contribute to more effectively obtaining various solutions of Eq. (5), enriching its physical significance. Moreover, these findings can be applied to a wider range of NLPDEs, thereby advancing research on exact solutions of such equations.
The article is structured as follows: In Section 2, we employed a special transformation to meticulously derive the bilinear form of the (3+1)-dimensional negative-order KdV-CBS equation. In Section 3, we first further derived the N-soliton solutions of the equation via the Hirota bilinear method. On the basis of the multisoliton solutions, we obtained the solutions for 1, 2, and 3 soliton solutions and depicted them using 3D and 2D plots. Finally, in Section 4, we summarized our work.
2 Bilinear form of the (3+1)-dimensional negative-order KdV-CBS equation
In this section, we employ Bell polynomials to transform Eq. (5) into a bilinear equation, following the methodologies outlined in previous studies [24–26]. The use of Bell polynomials is particularly advantageous in the context of NLPDEs, as they enable a systematic approach to converting nonlinear equations into a bilinear form. This transformation allows us to simplify the original nonlinear equation, making it easier to apply various analytical techniques, such as the Hirota method, for finding exact solutions. By converting the equation into a bilinear form, we can more easily identify soliton solutions, analyze the stability of these solutions, and investigate the interactions between them. In addition, this approach facilitates the examination of the underlying structure and properties of the equation, revealing symmetries and conservation laws that may not be apparent in its original nonlinear form.
Assuming
in (5), and substituting (6) into (5), we obtain the following result:
where
By rearranging Eq. (7), we obtain the following equation:
By integrating (8) once with respect to the variable
In (9), let
where
When
where
Using the relationship between the
where
The bilinear operator
where
By using the transformation
we transform Eq. (12) into its corresponding bilinear form:
3 Soltion solutions with (3+1)-dimensional negative-order KdV-CBS equation
Wazwaz [20] employed a simple trial function method to construct the 1-soliton and 2-soliton solutions of Eq. (5). In this section, we utilize the obtained bilinear transformation to present the expression for the N-soliton solution of Eq. (5) and specifically construct the 1-soliton, 2-soliton, and 3-soliton solutions. Here, we provide the detailed expressions for them:
where
3.1 1-soltion solution
To investigate the 1-soltion solution, setting
where
By substituting Eq. (17) into bilinear Eq. (12), we obtain the relation among
By setting
As shown in Figure 1, the 1-soliton propagates in the positive direction along the

1-soliton wave solution. (a)–(c) show the three-dimensional plot and density plot of the
3.2 2-soltion solution
To investigate the 2-soltion solution, setting
where
By substituting Eq. (19) into bilinear Eq. (12), we obtain the relation among
where
Letting the parameters
As shown in Figure 2, at

2-soliton wave solution. (a) show the three-dimensional plot and density plot of the
3.3 3-soltion solution
To investigate the 3-soltion solution, setting
where
Substituting Eq. (21) into bilinear Eq. (12), letting the parameters
According to Figure 3, the dynamic behavior of the 3-soliton solution closely resembles that of the 2-soliton solution. The solitons maintain their shapes before and after interaction, demonstrating stability and persistence in their form throughout the process. This behavior illustrates the characteristic resilience of solitons in maintaining their structure despite complex interactions.

3-soliton wave solution. (a) show the three-dimensional plot and density plot of the
4 Conclusions
In this article, we examined the (3+1)-dimensional negative-order KdV-CBS equation, a widely used mathematical and physical model for describing multiwave interactions with significant physical implications. This equation generalizes the KdV equation, extending its applicability to more complex systems, including interactions in higher dimensions. It provides a valuable framework for understanding phenomena such as wave propagation, soliton behavior, and nonlinear interactions in fields like fluid dynamics, plasma physics, and optical systems.
We observed that for specific parameter values, the equation reduces to well-known forms: when
A major contribution of this work is the application of binary Bell polynomials to the (3+1)-dimensional negative-order KdV-CBS equation. This approach enables the transformation of the equation into its bilinear form, following a detailed derivation process. The bilinear form is especially beneficial as it simplifies the nonlinear terms, facilitating analysis and solution finding. Through this transformation, we not only derive explicit solutions but also gain a deeper understanding of the equation’s structure and behavior, thus opening new avenues for studying complex nonlinear equations.
By using the bilinear form, we successfully derived 1-soliton, 2-soliton, and 3-soliton solutions. Solitons, which are stable wave packets that maintain their shape during propagation, play a crucial role in many physical systems. The soliton solutions obtained demonstrate the intricate behaviors that arise from the equation, including interactions between solitons and the patterns they form. Studying soliton solutions is particularly important as solitons appear in various fields, ranging from water waves to optical fibers. Understanding their interactions in higher dimensions can offer valuable insights into more complex systems, such as wave interactions in multidimensional media.
The results of this study contribute to a broader understanding of nonlinear wave equations and soliton theory. By applying binary Bell polynomials to this class of equations, we demonstrated a systematic approach to their analysis and solution. This method can be extended to other nonlinear equations, particularly those in higher dimensions, where traditional solution methods may prove less effective.
Future research could expand upon these findings by exploring the application of binary Bell polynomials to more complex equations, such as those involving higher-order derivatives or additional nonlinear terms. Furthermore, the soliton solutions derived in this article could be further studied to understand their stability, interactions, and potential for describing real-world phenomena. For instance, researchers might examine how solitons behave under perturbations or how they evolve over longer timescales.
In conclusion, this work presents a thorough analysis of the (3+1)-dimensional negative-order KdV-CBS equation using binary Bell polynomials, contributing to the growing body of knowledge on multiwave interactions and soliton theory. We hope that the results obtained here will be valuable to researchers interested in nonlinear wave equations and their applications across various scientific and engineering fields. The methods and solutions presented in this article pave the way for future studies on higher-dimensional systems and more complex mathematical models.
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Funding information: The author states no funding involved.
-
Author contributions: The author has accepted responsibility for the entire content of this manuscript and approved its submission.
-
Conflict of interest: The author states no conflict of interest.
-
Data availability statement: Data sharing is not applicable to this article as no datasets were generated or analyzed during the current study.
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- Bilinear form and soltion solutions for (3+1)-dimensional negative-order KdV-CBS equation
- Solitary chirp pulses and soliton control for variable coefficients cubic–quintic nonlinear Schrödinger equation in nonuniform management system
- Influence of decaying heat source and temperature-dependent thermal conductivity on photo-hydro-elasto semiconductor media
- Dissipative disorder optimization in the radiative thin film flow of partially ionized non-Newtonian hybrid nanofluid with second-order slip condition
- Bifurcation, chaotic behavior, and traveling wave solutions for the fractional (4+1)-dimensional Davey–Stewartson–Kadomtsev–Petviashvili model
- New investigation on soliton solutions of two nonlinear PDEs in mathematical physics with a dynamical property: Bifurcation analysis
- Mathematical analysis of nanoparticle type and volume fraction on heat transfer efficiency of nanofluids
- Creation of single-wing Lorenz-like attractors via a ten-ninths-degree term
- Optical soliton solutions, bifurcation analysis, chaotic behaviors of nonlinear Schrödinger equation and modulation instability in optical fiber
- Chaotic dynamics and some solutions for the (n + 1)-dimensional modified Zakharov–Kuznetsov equation in plasma physics
- Fractal formation and chaotic soliton phenomena in nonlinear conformable Heisenberg ferromagnetic spin chain equation
- Single-step fabrication of Mn(iv) oxide-Mn(ii) sulfide/poly-2-mercaptoaniline porous network nanocomposite for pseudo-supercapacitors and charge storage
- Novel constructed dynamical analytical solutions and conserved quantities of the new (2+1)-dimensional KdV model describing acoustic wave propagation
- Tavis–Cummings model in the presence of a deformed field and time-dependent coupling
- Spinning dynamics of stress-dependent viscosity of generalized Cross-nonlinear materials affected by gravitationally swirling disk
- Design and prediction of high optical density photovoltaic polymers using machine learning-DFT studies
- Robust control and preservation of quantum steering, nonlocality, and coherence in open atomic systems
- Coating thickness and process efficiency of reverse roll coating using a magnetized hybrid nanomaterial flow
- Dynamic analysis, circuit realization, and its synchronization of a new chaotic hyperjerk system
- Decoherence of steerability and coherence dynamics induced by nonlinear qubit–cavity interactions
- Finite element analysis of turbulent thermal enhancement in grooved channels with flat- and plus-shaped fins
- Modulational instability and associated ion-acoustic modulated envelope solitons in a quantum plasma having ion beams
- Statistical inference of constant-stress partially accelerated life tests under type II generalized hybrid censored data from Burr III distribution
- On solutions of the Dirac equation for 1D hydrogenic atoms or ions
- Entropy optimization for chemically reactive magnetized unsteady thin film hybrid nanofluid flow on inclined surface subject to nonlinear mixed convection and variable temperature
- Stability analysis, circuit simulation, and color image encryption of a novel four-dimensional hyperchaotic model with hidden and self-excited attractors
- A high-accuracy exponential time integration scheme for the Darcy–Forchheimer Williamson fluid flow with temperature-dependent conductivity
- Novel analysis of fractional regularized long-wave equation in plasma dynamics
- Development of a photoelectrode based on a bismuth(iii) oxyiodide/intercalated iodide-poly(1H-pyrrole) rough spherical nanocomposite for green hydrogen generation
- Investigation of solar radiation effects on the energy performance of the (Al2O3–CuO–Cu)/H2O ternary nanofluidic system through a convectively heated cylinder
- Quantum resources for a system of two atoms interacting with a deformed field in the presence of intensity-dependent coupling
- Studying bifurcations and chaotic dynamics in the generalized hyperelastic-rod wave equation through Hamiltonian mechanics
- A new numerical technique for the solution of time-fractional nonlinear Klein–Gordon equation involving Atangana–Baleanu derivative using cubic B-spline functions
- Interaction solutions of high-order breathers and lumps for a (3+1)-dimensional conformable fractional potential-YTSF-like model
- Hydraulic fracturing radioactive source tracing technology based on hydraulic fracturing tracing mechanics model
- Numerical solution and stability analysis of non-Newtonian hybrid nanofluid flow subject to exponential heat source/sink over a Riga sheet
- Numerical investigation of mixed convection and viscous dissipation in couple stress nanofluid flow: A merged Adomian decomposition method and Mohand transform
- Effectual quintic B-spline functions for solving the time fractional coupled Boussinesq–Burgers equation arising in shallow water waves
- Analysis of MHD hybrid nanofluid flow over cone and wedge with exponential and thermal heat source and activation energy
- Solitons and travelling waves structure for M-fractional Kairat-II equation using three explicit methods
- Impact of nanoparticle shapes on the heat transfer properties of Cu and CuO nanofluids flowing over a stretching surface with slip effects: A computational study
- Computational simulation of heat transfer and nanofluid flow for two-sided lid-driven square cavity under the influence of magnetic field
- Irreversibility analysis of a bioconvective two-phase nanofluid in a Maxwell (non-Newtonian) flow induced by a rotating disk with thermal radiation
- Hydrodynamic and sensitivity analysis of a polymeric calendering process for non-Newtonian fluids with temperature-dependent viscosity
- Exploring the peakon solitons molecules and solitary wave structure to the nonlinear damped Kortewege–de Vries equation through efficient technique
- Modeling and heat transfer analysis of magnetized hybrid micropolar blood-based nanofluid flow in Darcy–Forchheimer porous stenosis narrow arteries
- Activation energy and cross-diffusion effects on 3D rotating nanofluid flow in a Darcy–Forchheimer porous medium with radiation and convective heating
- Insights into chemical reactions occurring in generalized nanomaterials due to spinning surface with melting constraints
- Review Article
- Examination of the gamma radiation shielding properties of different clay and sand materials in the Adrar region
- Special Issue on Fundamental Physics from Atoms to Cosmos - Part II
- Possible explanation for the neutron lifetime puzzle
- Special Issue on Nanomaterial utilization and structural optimization - Part III
- Numerical investigation on fluid-thermal-electric performance of a thermoelectric-integrated helically coiled tube heat exchanger for coal mine air cooling
- Special Issue on Nonlinear Dynamics and Chaos in Physical Systems
- Analysis of the fractional relativistic isothermal gas sphere with application to neutron stars
- Abundant wave symmetries in the (3+1)-dimensional Chafee–Infante equation through the Hirota bilinear transformation technique
- Successive midpoint method for fractional differential equations with nonlocal kernels: Error analysis, stability, and applications