Deep learning in drug discovery: an integrative review and future challenges

H Askr, E Elgeldawi, H Aboul Ella… - Artificial Intelligence …, 2023 - Springer
Recently, using artificial intelligence (AI) in drug discovery has received much attention
since it significantly shortens the time and cost of developing new drugs. Deep learning (DL) …

Digital twins in pharmaceutical and biopharmaceutical manufacturing: a literature review

Y Chen, O Yang, C Sampat, P Bhalode… - Processes, 2020 - mdpi.com
The development and application of emerging technologies of Industry 4.0 enable the
realization of digital twins (DT), which facilitates the transformation of the manufacturing …

[图书][B] Aqueous polymeric coatings for pharmaceutical dosage forms

LA Felton - 2016 - taylorfrancis.com
Aqueous-based film coating has become routine in the pharmaceutical industry. This
process eliminates the use of organic solvents and thus avoids economic, environmental …

An update on pharmaceutical film coating for drug delivery

LA Felton, SC Porter - Expert opinion on drug delivery, 2013 - Taylor & Francis
Introduction: Pharmaceutical coating processes have generally been transformed from what
was essentially an art form in the mid-twentieth century to a much more technology-driven …

Simultaneous optimization of inter-and intra-tablet coating variability in a lab-scale coating process via DEM-MC simulations

F Mostafaei, JG Khinast, J Remmelgas, T Forgber - Powder Technology, 2023 - Elsevier
This work presents a novel time-scale extrapolation method to predict the amount and
location of the coating material on tablets based on short discrete element method (DEM) …

Modeling the motion and orientation of various pharmaceutical tablet shapes in a film coating pan using DEM

WR Ketterhagen - International journal of pharmaceutics, 2011 - Elsevier
Film coating uniformity is an important quality attribute of pharmaceutical tablets. Large
variability in coating thickness can limit process efficiency or cause significant variation in …

Insights into the granular flow in rotating drums

HR Norouzi, R Zarghami, N Mostoufi - Chemical engineering research and …, 2015 - Elsevier
Scaling relations for the velocity profile and circulation time, which can be used in design
and scale-up, are of great importance in rotating drums. We conducted simulations by …

Mathematical modeling of the coating process

G Toschkoff, JG Khinast - International journal of pharmaceutics, 2013 - Elsevier
Coating of tablets is a common unit operation in the pharmaceutical industry. In most cases,
the final product must meet strict quality requirements; to meet them, a detailed …

Scale up of pan coating process using quality by design principles

AM Agrawal, P Pandey - Journal of pharmaceutical sciences, 2015 - Elsevier
Scale up of pan coating process is of high importance to the pharmaceutical and food
industry. The number of process variables and their interdependence in a pan coating …

Inter-tablet coating variability: tablet residence time variability

A Kalbag, C Wassgren - Chemical Engineering Science, 2009 - Elsevier
This paper investigates inter-tablet coating variability, specifically, the variability of tablet
residence times within the spray zone of a horizontal coating pan. Results from experiments …