Karkadakattil, Aswin. “Physics-Augmented Neural Network for Predicting Corrosion Inhibition Efficiency of Green Inhibitors”. International Journal of Advanced Research and Interdisciplinary Scientific Endeavours, vol. 3, no. 2, Aug. 2025, pp. 875-94, doi:10.61359/11.2206-2545.