Publications by authors named "Prashant Sunagar"
Article Synopsis
- - PMC (Polymer Matrix Composite) uses natural fibers for reinforcement in various industries, making the choice of fibers crucial, which can be optimized using metaheuristic techniques.
- - Traditional single-layer machine learning methods are inadequate for accurately predicting the performance of PMC, prompting the development of a deep multi-layer perceptron (Deep MLP) with around 50 hidden layers for better analysis.
- - The Deep MLP demonstrates strong performance in predicting key parameters like tensile strength and elasticity, achieving accuracy, precision, and recall rates above 87%, confirming its effectiveness in evaluating PMC composites.
