2 publications

• Published Subscription Review Article Special issue 13 Feb 2026

  Polymer Composite Nodes for Smart IoT Environmental Monitoring: Applying ML-Calibrated RF Sensors for Exceptionally Low-Power, Flexible, and Dependable Performance

  By M. Selvaganapathy, Kanimozhi Rajasekaran, Helina Rajini Suresh, A. Kanimozhi, R. Balasubramaniyan, K. Sathish, K. Muthukannan

  Abstract: The quick usage of the Internet of Things (IoT) for monitoring the environment needs sensor platforms that are accurate, responsive, adaptable, energy-efficient, and able to work in many different conditions. This work presents polymer composite nodes equipped with machine learning (ML)-calibrated radio-frequency (RF) sensors that adhere to stringent criteria. Sensor substrates built of flexible polymer matrices with conductive fillers are strong, light, and flexible enough to fit on surfaces that …

  Published in Journal of Polymer & Composites · Vol. 14, Issue 1, 2026 · pp. 1205–1221 Read article →

• Published Subscription Original Research Special issue 7 Jul 2025

  Predictive Modeling of Polymer Composites for Medical Implants Using Artificial Intelligence Techniques

  By Samuthira Pandi V, Aishwarya D, Helina Rajini Suresh, B. Thilakavathi, Tupili Sangeetha, Veeraiyah Thangasamy, A. Anandh

  Abstract: The use of polymers in biomaterials was now key to designing the next generation of medical implants, which need to be strong and also compatible with living tissue. Tests for biocompatibility, such as those done in the laboratory and by doing experiments on animals, require much time and many resources, so the need for computer-based approaches becomes clear. An artificial intelligence approach was provided in this study to determine how …

  Published in Journal of Polymer & Composites · Vol. 13, Issue 6, 2025 · pp. 665–692 Read article →