Model‐Enabled Knowledge Transfer Across Cell Lines, Culture Scales and Conditions
ABSTRACT Mechanistic models are central to quantitative understanding and optimization of Chinese hamster ovary (CHO) cell culture processes, but their utility is often restricted by parameter sets calibrated for specific cell lines, scales, or operating conditions.
Luxi Yu +2 more
wiley +1 more source
Validation of an electroencephalography data assimilation-based computational approach for estimating cortical excitation-inhibition balance. [PDF]
Yokoyama H +4 more
europepmc +1 more source
A dataset of winter wheat aboveground biomass in China during 2007-2015 based on data assimilation. [PDF]
Huang H +7 more
europepmc +1 more source
ABSTRACT Chinese hamster ovary (CHO) cells are the leading host for recombinant therapeutic protein production in the biopharma industry. In this study, we investigated how feeding acidic forms of tricarboxylic acid (TCA) cycle intermediates—malic acid, succinic acid, and α‐ketoglutaric acid—affects cell culture performance and metabolism in two ...
Sarah A. Sacco +8 more
wiley +1 more source
Data assimilation reveals behavioral dynamics of sea cucumbers as a model for slow-moving benthic animals. [PDF]
Takagi T +4 more
europepmc +1 more source
Kinetically Consistent Data Assimilation for Plant PET Sparse Time Activity Curve Signals. [PDF]
D'Ascenzo N +5 more
europepmc +1 more source
ABSTRACT Synthetic biology has recently proven to be a valuable tool for enhancing agriculture even in the face of environmental and biological stresses. Understanding the challenges that militate synthetic biology will assist in ensuring safe, stable, and scalable crop production.
Ben Jesuorsemwen Enagbonma +6 more
wiley +1 more source
A data assimilation framework for predicting the spatiotemporal response of high-grade gliomas to chemoradiation. [PDF]
Miniere HJM +12 more
europepmc +1 more source
Correction to 'Learning earth system models from observations: machine learning or data assimilation?' [PDF]
Geer AJ.
europepmc +1 more source
ABSTRACT Maintaining consistent cellular physiology during bioprocess scale‐up or scale‐down is key to developing robust processes. However, the reliability of scale‐down bioreactor systems remains debated. Although the calibration of physiological parameters in mechanistic models across scales has been proposed as a scale‐down strategy, few studies ...
Fabian Schröder‐Kleeberg +8 more
wiley +1 more source

