The integration of machine learning (ML) in marine engineering has been increasingly subjected to stringent regulatory scrutiny. While environmental regulations aim to reduce harmful emissions and energy consumption. there is also a growing demand for the interpretability of ML models to ensure their reliability and adherence to safety standards. This research highlights the need to d... https://www.animationbengal.com/