“…Many techniques other than the Hirota bilinear method construct the exact or closed-form solutions of a nonlinear PDE. These include the Inverse scattering method [15,16], Equivalence transformation [17], Velocity resonance method [18], Lie symmetry analysis [19][20][21][22], simplified Hirota method [23,24], Bilinear residual network method [25,26], Darboux transformation [27,28], Bäcklund transformation [29,30], and others [31,32].…”