Physics-Informed Neural Networks (PINNs) for Parameter Estimation in the SIRS-D Epidemiological Model. The Eurasia Proceedings of Science, Technology, Engineering and Mathematics, v. 40, n. (Early Pub), p. 526–536, 31 Jul.2026.