Multi-layer perceptron approach for fostering heat transfer in nanofluid thin-film flow P. Priyadharshini, P. Divya and Ali J. Chamkha Eur. Phys. J. Plus, 140 8 (2025) 719 Published online: 01 August 2025 DOI: 10.1140/epjp/s13360-025-06646-w