Roles of mechanistic, data-driven, and hybrid modeling approaches for pharmaceutical process design and operation

MR Gaddem, J Kim, K Matsunami, Y Hayashi… - Current Opinion in …, 2024 - Elsevier
This work presents a bird's eye view depicting current trends in the pharmaceutical industry
and the role of mathematical modeling in process design and operation within the …

The role of process systems engineering in applying quality by design (QbD) in mesenchymal stem cell production

IA Udugama, S Badr, K Hirono, BX Scholz… - Computers & Chemical …, 2023 - Elsevier
This manuscript discusses the role of process systems engineering (PSE) in ensuring quality
manufacturing of Mesenchymal Stem Cells (MSCs) through seeding, cultivation, and …

Feasibility/Flexibility-based optimization for process design and operations

H Tian, JS Jagana, Q Zhang, M Ierapetritou - Computers & Chemical …, 2024 - Elsevier
This paper provides an overview of concepts and computational approaches for the
evaluation of feasibility/flexibility and how they can be used for process design and process …

Hybrid modeling supported development of an industrial small-molecule flow chemistry process

J Polak, M von Stosch, M Sokolov, L Piccioni… - Computers & chemical …, 2023 - Elsevier
Continuous manufacturing of small molecules finds increasing application in developing
novel processes due to its significant advantages. The development of these processes is …

A CFD model-based design of seeding processes for two-dimensional mesenchymal stem cell cultivation

BX Scholz, Y Hayashi, IA Udugama, M Kino-oka… - Computers & Chemical …, 2023 - Elsevier
Current seeding processes of mesenchymal stem cells (MSC) in 2D in vitro culture systems
rely on the experience and practice of experimentalists. A systematic understanding of the …

Proteomic Approach Using DIA-MS Identifies Morphogenesis-Associated Proteins during Cardiac Differentiation of Human iPS Cells

T Urasawa, N Kawasaki - ACS omega, 2024 - ACS Publications
Human-induced pluripotent stem cell (hiPSC)-derived cardiomyocytes have potential
applications in regenerative medicine. The quality by design (QbD) approach enables the …

Mathematical Model of the Approximate Function as the Result of Identification of the Object of Automatic Control

I Korobiichuk, V Mel'nick, V Kosova… - Conference on …, 2023 - Springer
The authors have developed and improved a mathematical model that de-scribes the impact
of errors in determining the structure of the approximating function on the results of the …

Greedy design space construction based on regression and latent space extraction for pharmaceutical development

S Tanabe, T Muraki, K Yaginuma, S Kim… - International Journal of …, 2023 - Elsevier
Implementation of the design space (DS) is a scientific concept for ensuring quality to be
submitted as a part of the regulatory filing of a drug product for approval to market. An …

Image‐based hybrid model incorporating initial spatial distribution for mesenchymal stem cell cultivation process design

K Hirono, Y Hayashi, I A. Udugama, Y Takemoto… - AIChE …, 2024 - Wiley Online Library
This work presents an image‐based hybrid model incorporating the initial spatial distribution
for mesenchymal stem cell (MSC) cultivation process design. First, three levels of seeding …

[HTML][HTML] Spatial heterogeneity analysis of seeding of human induced pluripotent stem cells for neuroectodermal differentiation

AAI Qatan, S Tanbara, M Inamori, K Fukumori… - Regenerative …, 2024 - Elsevier
Introduction Preparing a uniform cell population in high–density seeding of adherent human
induced pluripotent stem cells (hiPSC) requires stable culture conditions and consistent …