Structure-Preserving helmholtz PINNs for absorbing media with transparent boundaries

Communications in Nonlinear Science and Numerical Simulation 2026

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Authors: Bari Khairullin, S. G. Rykovanov
DOI: 10.1016/j.cnsns.2026.109926
Cited by: 3
References: 20

Fields of Study & Subjects

Metamaterials and Metasurfaces Applications Model Reduction and Neural Networks Neural Networks and Reservoir Computing

Publication details

Journal / source
Communications in Nonlinear Science and Numerical Simulation
Publisher
Elsevier BV
Volume
159
Pages
109926–109926
Publication date
19 March 2026
Language
EN