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Thulasidharan, K and Sinthuja, N and Priya, NV and Senthilvelan, M (2024) On examining the predictive capabilities of two variants of the PINN in validating localized wave solutions in the generalized nonlinear Schrödinger equation. In: Communications in Theoretical Physics, 76 (11).