Pravat Ranjan Pati

Modeling of wetting-state evolution in polypropylene-stearic acid functionalized nanostructured superhydrophobic coatings

Superhydrophobic coatings often lose their water-repellent properties after repeated abrasion and environmental exposure, creating a need for reliable methods to predict coating durability. This study developed a machine learning-based framework to predict the water contact angle...

Machine learning for mechanical property assessment and optimisation in hybrid natural fibre/epoxy composites

The development of sustainable engineering materials and rising environmental awareness has encouraged the development of research in high performance natural fibre reinforced polymer composites. This study aims to provide a comprehensive experimental and machine learning based s...