Scientific reports
Integrating machine learning and physics-based modeling for predictive design of gemcitabine-loaded nanocomposites.
Abbas Rahdar, Sonia Fathi-Karkan, Maryam Shirzad
Published: 202610.1038/s41598-026-37098-6
Abstract
This study aims to develop a machine learning framework to predict loading efficiency and encapsulation efficiency in gemcitabine-loaded nanocomposites, thereby overcoming the limitations of purely experimental approaches. A curated dataset of 59 exp…
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