Physically consistent global atmospheric data assimilation with machine learning in latent space. [PDF]
Fan H +8 more
europepmc +1 more source
A Framework for Four-Dimensional Variational Data Assimilation Based on Machine Learning. [PDF]
Dong R, Leng H, Zhao J, Song J, Liang S.
europepmc +1 more source
Genetically Programmed Control of Overflow Metabolism
ABSTRACT Overflow metabolism is a highly undesirable phenomenon that occurs in virtually all cell factories. Although several schemes have been applied to avoid overflow metabolism, this problem remains far from being solved. In this study, a genetic sensor for detecting overflow metabolism was designed, and its substrate specificity and reversibility ...
Lærke M. Jensen +3 more
wiley +1 more source
Reconstruction of thermally-driven flows using Lagrangian particle data assimilation. [PDF]
Nakao A +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
Multi‐Scale Hybrid Modeling to Predict Cell Culture Process With Metabolic Phase Transitions
ABSTRACT To advance understanding of cellular metabolism and reduce batch‐to‐batch variability in cell culture processes, this study introduces a multi‐scale hybrid modeling framework designed to simulate and predict the dynamic behavior of CHO cell cultures undergoing metabolic phase transitions.
Keqi Wang, Sarah W. Harcum, Wei Xie
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
Thermodynamic Evaluation of Dual Substrate Growth
ABSTRACT Various C₁–C₂ compounds are increasingly available through electrochemical reduction of CO2. Although not always suitable as a sole substrate, these compounds can supplement a primary substrate like glucose to enhance microbial growth. Yet, the mechanisms underlying the effects of dual substrate consumption on growth rate and growth yield ...
Marit A. Verheijen +3 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

