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Published Subscription Original Research
Generative AI-Based Inverse Design of Sustainable Biodegradable Polymers with Target Mechanical and Thermal PropertiesBy Darapu Uma, Manas Kumar Yogi, Pendyala Devi Sravanthi, N. Prasanthi
Abstract: The escalating global plastic pollution crisis has intensified the urgent need for sustainable biodegradable polymer alternatives that can match or exceed the performance of conventional petroleum-based plastics while minimizing environmental impact. However, traditional polymer discovery approaches are severely constrained by high experimental costs, protracted development cycles spanning years, and fundamental inability to simultaneously optimize multiple conflicting material properties such as mechanical strength, thermal stability, and degradation kinetics. This study presents …
Published in Journal of Polymer & Composites · Vol. 14, Issue 3, 2026 Read article →