Prasad V. Potluri Siddhartha Institute of Technology

Interpretable prediction of polymer material viscosity using machine learning models incorporating shear rate, salinity, concentration, and temperature effects

Abstract Viscosity is a fundamental property of polymer materials and solutions that strongly influences their flow behavior, processing, and performance in various industrial and engineering applications. Polymer materials and polymer solutions are vital components in many indus...

DAVis-Net: A Dual-Attention Deep Supervision Framework for Reliable Retinal OCT Image Classification with Integrated Explainability and Uncertainty Quantification

Classification accuracy in retinal optical coherence tomography (OCT) alone does not establish whether a model is reliable or whether to refer to a specialist. To address this, we propose DAVis-Net, a VGG16-based architecture that is equipped with two Convolutional Block Attentio...