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Fig 1.

The comparative profile of solution u1(x,t) for different values of α using 3D and 2D plots.

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Fig 1 Expand

Fig 2.

The comparative profile of solution u2(x,t) for different values of α using 3D and 2D plots.

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Fig 2 Expand

Fig 3.

The comparative profile of solution u5(x,t) for different values of α using 3D and 2D plots.

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Fig 3 Expand

Fig 4.

The comparative profile of solution u12(x,t) for different values of α using 3D and 2D plots.

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Fig 4 Expand

Fig 5.

The comparative profile of solution u18(x,t) for different values of α using 3D and 2D plots.

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Fig 5 Expand

Fig 6.

The comparative profile of solution u20(x,t) for different values of α using 3D and 2D plots.

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Fig 6 Expand

Fig 7.

The comparative profile of solution u22(x,t) for different values of α using 3D and 2D plots.

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Fig 7 Expand

Fig 8.

The comparative profile of solution u29(x,t) for different values of α using 3D and 2D plots.

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Fig 8 Expand

Fig 9.

The comparative profile of solution u29(x,t) for different values of α using 3D and 2D plots.

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Fig 9 Expand

Fig 10.

The comparative profile of solution u31(x,t) for different values of α using 3D and 2D plots.

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Fig 10 Expand

Fig 11.

The comparative profile of solution u56(x,t) for different values of α using 3D and 2D plots.

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Fig 11 Expand

Fig 12.

Graphical visualization of case 1 under the parametric value k= 1, b=1 and , s1 = 3.

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Fig 12 Expand

Fig 13.

Graphical visualization of case 2 under the parametric value k= 1, b=1 and , s1 = 3.

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Fig 13 Expand

Fig 14.

Graphical visualization of case 3 under the parametric value k= 1, b=1 and , s1 = 3.

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Fig 14 Expand

Fig 15.

Graphical visualization of case 4 under the parametric value k = 1, b = 1 and , s1 = 3.

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Fig 15 Expand

Fig 16.

Physical illustration the 2D and 3D chaotic behavior of system (77) under specific parameter values N1 = 0.5, N2 = 0.5, , .

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Fig 16 Expand

Fig 17.

Physical illustration the 2D and 3D chaotic behavior of system (77) under specific parameter values N1 = 0.5, N2 = 0.2, , .

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Fig 17 Expand

Fig 18.

Physical visualization of time series behavior of system (77), at initial condition 0.01, 0.1, 0.1, illustrate different color curves respectively with N1 = 0.3, N2 = 0.3, = 0.5, .

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Fig 18 Expand

Fig 19.

Physical visualization of time series behavior of system (77), at initial condition 0.1, 0.01, 0.1, illustrate different color curves respectively and the parametric values are N1 = 0.03, N2 = 0.07, = 0.001, .

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Fig 19 Expand

Fig 20.

A physical interpretation of the Lyapunov exponent highlights the presence of chaos when certain parameter values are applied N1 = 0.9, N2 = 0.8, = 0.01, .

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Fig 20 Expand