2 publications

• Published Subscription Original Research 6 Jul 2026

  Develop the Design of Sustainable Polymer Materials: Applying Reinforcement Learning, IoT-Enabled Monitoring, and Data-Driven Manufacturing Approaches

  By C. Selvarathi, M. Parthiban, D. Pavunraj, D. Shobana, V. Parimala, R. Dhivya, S. Palpandi

  Abstract: Sustainable polymer materials development is a must due to resource constraints, environmental concerns, and the demand for designed materials with high performance. When it comes to material optimization, energy utilization, process unpredictability, and lifecycle sustainability, traditional polymer production methods have their challenges. Reinforcement Learning (RL), Internet of Things (IoT) monitoring, and data-driven production are utilized in the design and manufacturing of sustainable polymer materials. It is recommended to use Internet …

  Published in Journal of Polymer & Composites · Vol. 14, Issue 3, 2026 Read article →

• Published Subscription Original Research 5 May 2026

  AI-Driven Framework for Accelerating Polymer Nanocomposite Commercialization in Computational Materials Engineering

  By M. Sukanya, Bantupalli Nagalakshmi, D. Shobana, V. Parimala, S. Ahamed Ali, K. Muthukannan, A. Thilagavathy

  Abstract: The remarkable mechanical strength increased functional qualities, lightweight structure, and thermal stability of polymer nanocomposites have prompted modern materials research to prioritize their rapid commercialization. Advanced materials can be created by adding nanoscale fillers such as carbon nanotubes, graphene, silica, and metal oxides to polymer matrices. These materials have applications in biomedical engineering, aerospace, electronics, packaging, and automobile manufacture. Research and development of polymer nanocomposites has traditionally relied on costly …

  Published in Journal of Polymer & Composites · Vol. 14, Issue 3, 2026 · pp. 1–19 Read article →