Cognitive AI

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• Published Subscription Original Research Special issue 16 May 2026

  Cognitive AI-Based Quality Control and Operational Optimization of Polymer Composites for Healthcare Applications

  By Vandana Ahuja, Seemanthini K., Sivabalakrishnan R., Pradeep Kumar Sambamurthy, Maddali Radha Madhavi, Swarna Kuchibhotla

  Abstract: The use of polymer composite materials in healthcare is on the rise because of their adjustable mechanical characteristics, biocompatibility and structural flexibility. Yet, it is difficult to ensure stable quality of such composites due to process-related defects, heterogeneity of the material and the lack of real-time adaptive control. The proposed study suggests the use of cognitive AI-based framework of quality control and optimization of operation of polymer composite systems which …

  Published in Journal of Polymer & Composites · Vol. 14, Issue 3, 2026 · pp. 571–591 Read article →