An inverse physics-informed neural network (I-PINN) framework for parameter estimation in mixed convection and melting effects. Journal of the Nigerian Society of Physical Sciences, [S. l.], v. 8, n. 2, p. 3144, 2026. DOI: 10.46481/jnsps.2026.3144. Disponível em: https://journal.nsps.org.ng/index.php/jnsps/article/view/3144. Acesso em: 25 mar. 2026.