Structure-Preserving helmholtz PINNs for absorbing media with transparent boundaries. - Bari R. Khairullin; Sergey G. Rykovanov (Commun. Nonlinear Sci. Numer. Simul., 2026)

Accuracy Recovery for Low-Precision PINNs: An Iterative Refinement Framework. - Mikhail E. Smorkalov; Bari R. Khairullin; Sergey G. Rykovanov (SN Comput. Sci., 2026)