2 publications
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Published Subscription Original Research
Smart Polymer Composite Scaffolds for Tissue Engineering with Integrated Machine Learning FeedbackBy Santosh Laxman Pachpute, V.M. Thorat, Amruta Tejaskumar Mokashi, Sagayaraj P, M Rama Chandra Rao, A. Phani Bhaskar
Abstract: Another potential solution to improving the results of tissue engineering is smart polymer composite scaffolds, which are capable of dynamic adaptation to changing biological factors, but typical scaffolds cannot change dynamically. This paper suggests a comprehensive system to integrate biodegradable polymer composite scaffolds with sensing and machine learning-based feedback to allow the real-time monitoring and active regulation of tissue regeneration events. The system uses biocompatible materials of PLA/PCL composite of …
Published in Journal of Polymer & Composites · Vol. 14, Issue 4, 2026 Read article →
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Published Subscription Original Research
AI-Optimized Biodegradable Polymer Composites for Medical ApplicationsBy Manisha Tanwer, Narendrakumar J. Suryavanshi, Debanjana Prasad, Prabhavathy Devi N, M Rama Chandra Rao, M. Radhika Mani
Abstract: The value of biodegradable polymer composites in the medical practice has been massive as the composites may be deployed to provide temporary structural support, and they are also safe to degrade within the human body. However, the conventional material design process is trial and error, which is ineffective and inefficient. The article proposes a hybrid model involving experimental characterization, as well as an artificial intelligence (AI)-based model, to optimize biodegradable …
Published in Journal of Polymer & Composites · Vol. 14, Issue 4, 2026 Read article →