Acceleration Strategies to Enhance Metabolic Ensemble Modeling Performance.
Sign Up to like & getrecommendations! Published in 2017 at "Biophysical journal"
DOI: 10.1016/j.bpj.2017.07.018
Abstract: Developing reliable, predictive kinetic models of metabolism is a difficult, yet necessary, priority toward understanding and deliberately altering cellular behavior. Constraint-based modeling has enabled the fields of metabolic engineering and systems biology to make great… read more here.
Keywords: metabolic ensemble; strategies enhance; ensemble modeling; modeling performance ... See more keywords
Bioprocess optimization under uncertainty using ensemble modeling.
Sign Up to like & getrecommendations! Published in 2017 at "Journal of biotechnology"
DOI: 10.1016/j.jbiotec.2017.01.013
Abstract: The performance of model-based bioprocess optimizations depends on the accuracy of the mathematical model. However, models of bioprocesses often have large uncertainty due to the lack of model identifiability. In the presence of such uncertainty,… read more here.
Keywords: bioprocess optimization; uncertainty; model; ensemble modeling ... See more keywords
Defining informative priors for ensemble modeling in systems biology
Sign Up to like & getrecommendations! Published in 2018 at "Nature Protocols"
DOI: 10.1038/s41596-018-0056-z
Abstract: Ensemble modeling in molecular systems biology requires the reproducible translation of kinetic parameter data into informative probability distributions (priors), as well as approaches that sample parameters from these distributions without violating the thermodynamic consistency of… read more here.
Keywords: informative priors; priors ensemble; protocol; biology ... See more keywords
An Ensemble Modeling Approach for Estimating Diffusive Tortuosity for Saturated Soils From Porosity
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DOI: 10.1097/ss.0000000000000195
Abstract: ABSTRACT Apparent diffusion constants in soil are generally estimated by dividing molecular diffusion coefficient for a solute with soil tortuosity (&tgr;) values. Several models have been proposed to estimate &tgr; from soil porosity (ϕ) alone,… read more here.
Keywords: modeling approach; approach estimating; ensemble modeling; approach ... See more keywords
Ensemble Modeling of In Situ Features for Printed Electronics Manufacturing With In Situ Process Control Potential
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2017.2713242
Abstract: Aerosol jet printing (AJP) is a direct-write-based printed electronics process that is capable to print various materials with fine features [C. Goth et al., “Aerosol jet printing on rapid prototyping materials for fine pitch electronic… read more here.
Keywords: control; process; situ features; ensemble modeling ... See more keywords