1 publication

• Published Subscription Review Article Special issue 3 Jul 2026

  AI-Based Discovery of High-Performance Energy Storage Polymer Composites: A Comprehensive Review

  By Manas Kumar Yogi, Darapu Uma, Yamuna Mundru, Manam Siva Sai

  Abstract: The accelerating global demand for high-performance energy storage systems has stimulated significant research into advanced polymer composites as next-generation electrolytes, electrode binders, and functional membranes for batteries, supercapacitors, and photovoltaic devices. However, the vast compositional and structural design space of polymer materials presents formidable challenges for conventional trial-and-error discovery strategies, which remain slow, costly, and biased by prior expert knowledge. Machine learning (ML) and artificial intelligence (AI) have emerged as …

  Published in Journal of Polymer & Composites · Vol. 14, Issue 3, 2026 · pp. 1083–1097 Read article →