S. Sathish

Deep learning framework for predictive modeling and optimization of mechanical properties in multiscale hybrid polymer nanocomposites

Polymer nanocomposites exhibit improved mechanical, thermal, and barrier properties due to the integration of nanoscale fillers, making them suitable for progressive engineering applications. However, predicting their complex behavior is challenging because of multiscale interactions and heterogeneous structures. To...