1 publication

• Published Subscription Original Research 21 Aug 2026

  Data-Driven Design Framework for Biofunctional Polymer Composite Materials

  By Tanveer Ahmad Wani, Rahul Sonavale, Nishant Kulkarni, Ramachandro Majji, Karpagavalli, N Raghuveer

  Abstract: This paper introduces a knowledge-based design platform of biofunctional polymer composite substances through the combination of machine learning, materials informatics, and digital twins applications. The framework allows the effortless forecasting and maximization of mechanical, biological and degradation characteristics based on supervised, unsupervised and deep learning models. A materials database is accompanied by the AI algorithms to find the best material compositions and microstructure-property relationships. Experimental validation proves to be more …

  Published in Journal of Polymer & Composites · Vol. 14, Issue 4, 2026 Read article →