Author

Mahboubeh Pishnamazi

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Open access Aug 2026

A novel optimization of API release using hybrid models

Polysaccharide-based drug delivery systems have to be closely watched in terms of drug release in the body over time if they want to be able to achieve maximum therapeutic effectiveness and maintain controlled bioavailability. The work presents a data-driven framework that employs Raman spectroscopy and uncertainty...

Ahmed H. Albariqi, Awaji Y. Safhi, Fahad Y. Sabei et al. · Scientific Reports · 0 citations

Open access Jul 2026

Symbolic and domain-generalized machine learning for interpretable solubility modeling in supercritical CO₂.

A domain-aware symbolic regression framework that discovers closed-form analytical expressions for ln(y), enabling interpretable and transferable solubility modeling across chemically diverse pharmaceutical compounds and demonstrates that domain-aware learning and symbolic discovery can jointly address the dual challen...

Sameer Alshehri, Mahboubeh Pishnamazi · Scientific Reports · 0 citations