Machine learning framework for extracting micro-viscoelastic and micro-structural properties of compressed oral solid dosage forms
23 Jul 2024 | Contributor(s):: Sultan, Tipu, Rozin, Enamul Hasan, Paul, Shubhajit, Tseng, Yin-Chao, Cetinkaya, Cetin
A compressed pharmaceutical oral solid dosage (OSD) form is a strongly micro-viscoelastic material composite arranged as a network of agglomerated particles due to its constituent powders and their bonding and fractural mechanical properties. An OSD product's Critical Quality Attributes, such as...
Machine learning modeling for ultrasonic quality attribute assessment of pharmaceutical tablets for continuous manufacturing and real-time release testing
23 Jul 2024 | Contributor(s):: Sultan, Tipu, Rozin, Enamul Hasan, Paul, Shubhajit, Tseng, Yin-Chao, Dave, Vivek S., Cetinkaya, Cetin
In in-process quality monitoring for Continuous Manufacturing (CM) and Critical Quality Attributes (CQA) assessment for Real-time Release (RTR) testing, ultrasonic characterization is a critical technology for its direct, non-invasive, rapid, and cost-effective nature. In quality evaluation with...