Review
Aug 2026
Machine Learning-Driven Optimization of Calcium Pectinate Hydrogel Formulations: A Stacked Ensemble Framework for Alpha-Lipoic Acid–β-Cyclodextrin Oral Delivery System Design
The proposed ML framework provides a robust and physically interpretable strategy for calcium pectinate formulation optimization and establishes a computationally guided foundation for ALA–βCD oral delivery system development.
K. Raj, G. Sabarees
· Journal of Pharmaceutical In... · 0 citations