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At the same time, domain scientists want to focus on their science instead of IT.
Ultimately, the hope is that these metrics will help domain scientists to extract information and actionable insight from these networks.
By fostering interaction between HPC specialists and the domain scientists, problem-solving environments (PSEs) provide a collaborative environment.
MOOSE was created with the aim of assisting domain scientists and engineers in creating customizable, high-quality tools for multiphysics simulations.
Even though the Grid computing is well-established in many computing communities, its use among domain scientists still is not trivial because of multiple levels of complexities encountered.
During the design process of their spreadsheets, domain scientists implicitly include their domain model in the content and structure of the spreadsheet tables.
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Domain specific translation is an effective means of managing development costs, enabling the domain scientist to remain focused on the domain science, while realizing performance usually attributed to expert coders.
Moreover, it fits a mixture of calibrated computer models that can be used by the domain scientist as a mean to combine the available computer models, in a flexible and principled manner, and perform reliable simulations.
But for the domain scientist it can be difficult to delineate these insignificant values.
The ontologies can be developed by a community and mapped by cross-domain scientists and referenced and associated within the SensorML Online Editor.
The framework covers four domains scientists need to be effective: intellectual knowledge, personal effectiveness, professional standards, and working with others.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com