“…Therefore, artificial neural network (ANN) (Lingamdinne et al, 2023; Moradi et al, 2022) and PINN could be feasible procedures to obtain results in a short time span. The numerical solutions in structural mechanics have been used in nonlinear buckling (Al-Furjan et al, 2020a; Moayedi et al, 2020; Safarpour et al, 2020a, 2020b), wave propagation (Al-Furjan et al, 2021c; Ebrahimi et al, 2019b; Habibi et al, 2019b), and vibration (Sui et al, 2021; Dai et al, 2022) in different members including beams (Kharazan et al, 2021; Singh and Sharma, 2021; Ramírez-Neria et al, 2021; Shariati et al, 2020a, 2020b, 2020c), shells (Ansari et al, 2021; Habibi et al, 2019b, 2019c, 2021b), and plates (Shariyat and Khani Arani, 2022; Habibi et al, 2019a, 2021a; Huo et al, 2021). The nonlinear vibrations of shell structures with conical geometry made of composite materials and complicated cut-outs were investigated by Ansari et al (2021).…”