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Generic classes facilitate the integration with other models.
Based on the coupling of an interaction graph to a probabilistic model, they have the potential to improve participation and allow integration with other models.
This chapter discusses some of the aspects of the IFML language design: the formal definition of the concepts in the IFML metamodel, the model exchange format, the executability, and the integration with other models representing other aspects or perspectives upon the system besides user interaction.
We suggest that it is suitable for integration with other models such as that of the cell cycle or metabolism and that it could be adapted to medically important yeast species such as the human fungal opportunistic pathogen C. albicans.
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With this ontology-based framework, simulation model builders should be able to scope their models better and define integration points with other models, which is expected to promote the (re)use of simulation models for different purposes (e.g., simulating logistical, operational and financial performance).
For some applications existing land use change models may be cumbersome to use because of substantial data requirements or tight integration with other simulation modules.
This integration provides a set of tools dedicated to plant modelling, a user-friendly environment, advanced deployment methods and allows easy interactions with other models, e.g. light interception models, through defined input and output interfaces.
The slow embryonic development of N. furzeri might increase the chances of early embryo integration and, therefore, robust germline transmission compared with other model systems.
The GIS framework also facilitates its integration with other ecosystem service models to explore wider synergies and trade offs arising from national or local policy interventions.
Although a number of papers are available in which the application of Bns to water-related problems is investigated, the majority of these works use the Bn semantics to model the whole water system, and thus do not discuss their integration with other types of model.
The advantages of this new model include a more realistic and biologically plausible model, better integration with its episodic memory, better integration with other low level perceptual processing (such as deep learning systems), better scalability, and easier learning mechanisms.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com