Model-based design of experiments for parameter precision: State of the art
G Franceschini, S Macchietto - Chemical Engineering Science, 2008 - Elsevier
Due to the wide use and key importance of mathematical models in process engineering,
experiment design is becoming an essential tool for the rapid building and validation of …
experiment design is becoming an essential tool for the rapid building and validation of …
Untangling drivers of species distributions: Global sensitivity and uncertainty analyses of MaxEnt
Untangling drivers of systems and uncertainty for species distribution models (SDMs) is
important to provide reliable predictions that are useful for conservation campaigns. This is …
important to provide reliable predictions that are useful for conservation campaigns. This is …
PAROC—An integrated framework and software platform for the optimisation and advanced model-based control of process systems
In this paper we present the main foundations and features of an integrated framework and
software platform that enables the use of model-based tools in design, operational …
software platform that enables the use of model-based tools in design, operational …
Method for a simultaneous determination of the path and the speed for ship route planning problems
Recently, the need for a more efficient method for ship route planning was raised due to the
financial crisis in the shipping industry, a strengthening of emission regulations, and the …
financial crisis in the shipping industry, a strengthening of emission regulations, and the …
Sloppy models, parameter uncertainty, and the role of experimental design
JF Apgar, DK Witmer, FM White, B Tidor - Molecular BioSystems, 2010 - pubs.rsc.org
Computational models are increasingly used to understand and predict complex biological
phenomena. These models contain many unknown parameters, at least some of which are …
phenomena. These models contain many unknown parameters, at least some of which are …
Global sensitivity analysis challenges in biological systems modeling
A Kiparissides, SS Kucherenko… - Industrial & …, 2009 - ACS Publications
Mammalian cell culture systems produce high-value biologics, such as monoclonal
antibodies, which are increasingly being used clinically. A complete framework that …
antibodies, which are increasingly being used clinically. A complete framework that …
Model‐based design of experiments for cellular processes
A Chakrabarty, GT Buzzard… - … : Systems Biology and …, 2013 - Wiley Online Library
Abstract Model‐based design of experiments (MBDOE) assists in the planning of highly
effective and efficient experiments. Although the foundations of this field are well …
effective and efficient experiments. Although the foundations of this field are well …
Global sensitivity analysis measures the quality of parameter estimation: The case of soil parameters and a crop model
H Varella, M Guérif, S Buis - Environmental Modelling & Software, 2010 - Elsevier
One common limitation of the use of crop models for decision making in precise crop
management is the need for accurate values of soil parameters for a whole field. Estimating …
management is the need for accurate values of soil parameters for a whole field. Estimating …
[图书][B] Multi-parametric optimization and control
Recent developments in multi-parametric optimization and control Multi-Parametric
Optimization and Control provides comprehensive coverage of recent methodological …
Optimization and Control provides comprehensive coverage of recent methodological …
Cell line‐specific control of recombinant monoclonal antibody production by CHO cells
PM O'Callaghan, J McLeod, LP Pybus… - Biotechnology and …, 2010 - Wiley Online Library
In this study we compare the cellular control of recombinant human IgG4 monoclonal
antibody (Mab) synthesis in different CHO cell lines. Based on comprehensive empirical …
antibody (Mab) synthesis in different CHO cell lines. Based on comprehensive empirical …