[HTML][HTML] Predictive models for upstream mammalian cell culture development-a review

BS Yatipanthalawa, SL Gras - Digital Chemical Engineering, 2024 - Elsevier
The production of therapeutic proteins in mammalian cell culture is an essential unit
operation in biopharmaceutical manufacture that can benefit from the predictive insights of …

Dynamic simulation, optimisation and economic analysis of fed-batch vs. perfusion bioreactors for advanced mAb manufacturing

W Jones, DI Gerogiorgis - Computers & Chemical Engineering, 2022 - Elsevier
The variation of antigen binding sites on monoclonal antibodies (mAbs) enables
manufacturing of the latter for targeted treatment of a variety of ailments, including cancer …

Noise aware parameter estimation in bioprocesses: Using neural network surrogate models with nonuniform data sampling

L Weir, N Mathias, B Corbett, P Mhaskar - AIChE Journal, 2024 - Wiley Online Library
This article demonstrates a parameter estimation technique for bioprocesses that utilizes
measurement noise in experimental data to determine credible intervals on parameter …

Parameter estimation of a dynamic model of Escherichia coli fed-batch cultures

C Retamal, L Dewasme, AL Hantson… - Biochemical Engineering …, 2018 - Elsevier
This work proposes an original sequential parameter identification method of a dynamic
model of Escherichia coli BL21 (DE3) fed-batch cultures. The proposed macroscopic model …

Variable selection and parameter estimation of viral amplification in vero cell cultures dedicated to the production of a dengue vaccine

T Abbate, L Dewasme… - Biotechnology …, 2019 - Wiley Online Library
In this study, a dynamic model of a Vero cell culture‐based dengue vaccine production
process is developed. The approach consists in describing the process dynamics as …

Scatter search applied to the inference of a development gene network

AM Abdol, D Cicin-Sain, JA Kaandorp, A Crombach - Computation, 2017 - mdpi.com
Efficient network inference is one of the challenges of current-day biology. Its application to
the study of development has seen noteworthy success, yet a multicellular context, tissue …

[PDF][PDF] Digital Chemical Engineering

BS Yatipanthalawa, SL Gras - researchgate.net
The production of therapeutic proteins in mammalian cell culture is an essential unit
operation in biopharmaceutical manufacture that can benefit from the predictive insights of …

The novel method for parameter estimation for large bio-systems

P Rasiukas - 2022 - theses.ncl.ac.uk
In this thesis we propose a new method for the parameter identification of large-scale
models. The proposed state substitution method can be applied to parametric, non …

[HTML][HTML] Temperaturgesteuerte Zellzahlregelung für Bioreaktoren

KM Loges - 2021 - opus.uni-hohenheim.de
Die Produktion biopharmazeutischer Glykoproteine erfolgt häufig durch die Kultivierung
gentechnisch veränderter Säugetierzellen. Zu Beginn eines Produktionsprozesses wird eine …

[PDF][PDF] A novel method for the parameter identification of large-scale hybrid semi-parametric models

P Rasiukas, M Willis, C O'Malley - secure.confis.cz
The ability to identify the parameters of models of complex large-scale (bio) chemical
systems is critical as this allows an understanding of a system as well the use of the model …