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Moreover, it integrates tools to support and facilitate the first steps of kinetic models construction process of large-scale metabolic networks for non-experts users.
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It consists of three main domain ontology models, including Construction Product Model, Construction Process Model, and Construction Safety Model.
We also outline the whole-cell model construction process, highlighting existing resources.
The model construction process involved changes and development in three parallel dimensions: cognition, emotion, and behavior.
Therefore, in this work, the minimum entropy deconvolution (MED) technique is used to optimize the SS filter during the model construction process.
The approach uses model checking in the model construction process for testing the composite behaviors of components, including process deadlock and inconsistency in inter-component call sequences.
A multi-year model construction process of the UK MARKAL-Macro-hybrid energy-economic model, and four subsequent major policy analyses illustrates the scope of this interaction.
Third, the FA, an effective and easily implemented metaheuristic, is employed to optimize the model construction process by appropriately selecting the LS-SVM's hyper-parameters.
The main object of this paper is to explain the detailed model construction process and the development of optimisation approaches for a complex EIP system.
In this chapter, we propose a solution to this problem that involves the use of an artificially intelligent system to automate multiple steps of the model construction process: the Computational Modeling Assistant (CMA).
This article reports a robust step-by-step mathematical and computational analysis of the entire prime model construction process that determines a model from data in less than a minute.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com