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We envision a partially reconfigurable FPGA region that end-users can access for their custom acceleration needs, and a static "template" region offered by the data centre to manage all Input/Output (IO) data requirements to the FPGA.
We used dynamic structure diagramming of clinical research workflows to map all activities and associated data requirements to the static structures of information model classes.
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Because of the concerns raised in regard to long-chain PFASs, the U.S. Environmental Protection Agency EPAA) has held the fluorotechnology industry to high standards and increased data requirements to ensure the alternatives are well studied and safer than the substances being replaced.
The calibration component, consists of four different options with different data requirements to enable the analysis of a variety of policy questions: (i) calibration on the risk aversion parameter using the mean standard deviation approach.
Both the HPV and REACh programs showcase the need for applying a different approach to prioritize chemicals for further evaluation and articulating targeted data requirements to increase the efficiency of chemical risk assessment.
In the Additional file 1 the data requirements to perform analysis with these kinds of models are outlined.
However, as models become more granular, the data requirements to parameterize them become more limiting.
In practice, the data requirements to estimate equation (1) are substantial.
Templates are used to align the data persistence to different data requirements, and to avoid shifting the heterogeneity of data requirements to archetypes.
A key novelty in this work is that the proposed system does not increase the training data requirements compared to the SSS systems which is far less than what is needed for building a good-quality unit selection system.
Devices in contact with these vessels will now be considered high-risk, whereas, one can only surmise, in the past they were deemed at a lower risk and subject to less stringent data requirements at the regulatory stage.
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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