1 publication
-
Published Subscription Original Research Special issue
Machine Learning Assisted Design and Analysis of Polymer Composite Materials for Sustainable Renewable Energy SystemsBy Jatin Thakur, Ramesh Narwal, Nishant Sharma
Abstract: Accurate prediction and optimization of polymer composite properties is of paramount importance in the design of these lightweight, durable, and sustainable materials within renewable energy technologies. This work will provide a holistic machine learning-assisted framework that unites materials informatics with domain-specific features and state-of-the-art ML methodologies in the prediction of the mechanical properties of polymer composites, such as tensile strength. This includes embedding several ensemble models, including Random Forest and …
Published in Journal of Polymer & Composites · Vol. 14, Issue 3, 2026 · pp. 391–402 Read article →