A novel mixing rule model to predict the flowability of directly compressed pharmaceutical blends

M Aroniada, G Bano, Y Vueva, C Christodoulou… - International Journal of …, 2023 - Elsevier
In the pharmaceutical industry, powder flowability is an essential manufacturability attribute
to consider when selecting the suitable manufacturing route and formulation. The selection …

[HTML][HTML] A hybrid system of mixture models for the prediction of particle size and shape, density, and flowability of pharmaceutical powder blends

M Salehian, J Moores, J Goldie, CM Torrecillas… - International Journal of …, 2024 - Elsevier
This paper presents a system of hybrid models that combine both mechanistic and data-
driven approaches to predict physical powder blend properties from their raw component …

The Integration of Drug Substance and Drug Product Manufacturing Models: The Missing Link for Model-based End-to-End Process Development

C Christodoulou, S Diab, G Bano, M Aroniada… - Computer Aided …, 2023 - Elsevier
Demonstrations of pharmaceutical process modelling have been made in the literature in
the pursuit of accelerated development. Modelling activities for drug substance (DS) and …

Direct Compression Flowsheet Modelling to Assess Tablet Manufacturability and In Vitro Dissolution

M Aroniada, C Christodoulou, H Khaled - Computer Aided Chemical …, 2023 - Elsevier
Direct Compression (DC) is a desirable manufacturing route for pharmaceutical tablets,
having fewer unit operations than granulation processes. Assessment of the impact of …