In recent years, modern spectral analysis techniques, such as ultraviolet–visible (UV-vis)
spectroscopy, mid-infrared (MIR) spectroscopy, near-infrared (NIR) spectroscopy, Raman …

The growing biopharmaceutical industry has reached a level of maturity that allows for the
monitoring of numerous key variables for both process characterization and outcome …

Real‐time monitoring of bioprocesses by the integration of analytics at critical unit
operations is one of the paramount necessities for quality by design manufacturing and real …

The biomanufacturing industry has now the opportunity to upgrade its production processes
to be in harmony with the latest industrial revolution. Technology creates capabilities that …

Machine learning (ML) and deep learning (DL) have achieved great success in different
tasks. These include computer vision, image segmentation, natural language processing …

In recent years process modelling has become an established method which generates
digital twins of manufacturing plant operation with the aid of numerically solved process …

In recent years, spectral analysis methods have developed rapidly. A key feature is the use
of chemometric methods to process spectral data for performing qualitative and quantitative …

Monitoring the protein concentration and buffer composition during the Ultrafiltration/
Diafiltration (UF/DF) step enables the further automation of biopharmaceutical production …

Bacteriophages, or simply phages, are the most abundant biological entities on Earth. One
of the most interesting characteristics of these viruses, which infect and use bacteria as their …

While machine learning (ML) has made significant contributions to the biopharmaceutical
field, its applications are still in the early stages in terms of providing direct support for quality …