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In recent years, Artificial Neural Networks (ANNs) have opened alternative pathways for modeling of complex and nonlinear processes.
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The results show a promising pathway for modeling the complex nature of bioenergy production in the MFCs.
Several computational models have been used to represent gene regulatory pathways for model organisms using gene expression data, and some models incorporate additional available biological knowledge.
Understanding the complexity of coping among conflict-affected youth in the context of the DRC helps develop a more complete theory of cognitive and behavioral coping strategies that is helpful for modeling pathways for empirical testing.
One of the most common approaches for modeling metabolic pathways is the creation of mechanistic dynamic models based on ordinary differential equations (ODEs).
Connectors in red indicate prospective pathways for mathematical modeling, whereas green indicates the previously modeled pathways that are discussed in this review, under different subclasses.
Instead, we use a simplified model which groups multiple processes into generic interactions and use this system to guide us towards understanding what general processes need to occur within the cell and within the Wnt pathway for models to reproduce the experimental data.
Different kinds of Petri nets have been developed and applied for modelling biological pathways including metabolic pathways, gene regulatory networks, signal transduction pathways and integrated signalling-regulatory systems.
The decision tree is the final version developed and used for modelling treatment pathways and costs.
The metabolic read-outs generated using our analytical workflow can therefore be considered for further pathway modeling and/or biological interpretation.
Human iPSCs-based models-on-a-chip show a new pathway for disease modeling and are beginning to establish a new paradigm for drug development and personalized medicine (Inoue and Yamanaka, 2011; Navarrete et al., 2013).
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