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Bifurcation, chaos, and soliton dynamics in the integrable space curve model: A hybrid analytical and artificial neural network approach

Ghulam Hussain Tipu, Fengping Yao, Talha Anwar

2025Chaos Solitons & Fractals11 citationsDOI

Topics & Concepts

Integrable systemSolitonMultistabilityPhase spaceBifurcationNonlinear systemMathematicsArtificial neural networkLyapunov exponentChaoticStatistical physicsDynamical systems theoryAttractorMathematical analysisApplied mathematicsPhysicsTransformation (genetics)Parameter spaceSpace (punctuation)Complex dynamicsGaussianBifurcation theoryStability (learning theory)Work (physics)Phase planeClassical mechanicsDynamical system (definition)Sobolev spaceDegenerate energy levelsBifurcation diagramNonlinear Waves and SolitonsFractional Differential Equations SolutionsNumerical methods for differential equations
Bifurcation, chaos, and soliton dynamics in the integrable space curve model: A hybrid analytical and artificial neural network approach | Litcius