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 …

Untangling drivers of species distributions: Global sensitivity and uncertainty analyses of MaxEnt

M Convertino, R Muñoz-Carpena, ML Chu-Agor… - … Modelling & Software, 2014 - Elsevier
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 …

PAROC—An integrated framework and software platform for the optimisation and advanced model-based control of process systems

EN Pistikopoulos, NA Diangelakis, R Oberdieck… - Chemical Engineering …, 2015 - Elsevier
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 …

Method for a simultaneous determination of the path and the speed for ship route planning problems

SM Lee, MI Roh, KS Kim, H Jung, JJ Park - Ocean Engineering, 2018 - Elsevier
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 …

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 …

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 …

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 …

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 …

[图书][B] Multi-parametric optimization and control

EN Pistikopoulos, NA Diangelakis, R Oberdieck - 2020 - books.google.com
Recent developments in multi-parametric optimization and control Multi-Parametric
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 …