A deep learning WKB-PINNs framework for forward and inverse problems of semiclassical nonlinear Schrödinger equations

Communications in Nonlinear Science and Numerical Simulation 2026

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Authors: Shubham Kumar, Himanshu Kumar Dwivedi, R. Rajeev
DOI: 10.1016/j.cnsns.2026.110653
Cited by: 1
References: 24

Fields of Study & Subjects

Model Reduction and Neural Networks Quantum Mechanics and Non-Hermitian Physics Numerical methods in inverse problems

Publication details

Journal / source
Communications in Nonlinear Science and Numerical Simulation
Publisher
Elsevier BV
Volume
163
Pages
110653–110653
Publication date
4 August 2026
Language
EN