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This paper describes the current stage of design of a reference architecture for this scientific virtual laboratory, and focuses further on the cooperative information management component of this architecture, and exemplifying its application to experimentation domain of biology.
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Experimentation in this domain has already begun.
We illustrate how an efficient methodology called frequency domain experimentation can be used to gain better insight into the behavior of production systems.
Finally, for experimentation in the domain of volleyball broadcast video, two sets of semantic classes were defined.
For experimentation in the domain of tennis broadcast video, four semantic classes of interest were defined, coinciding with four high-level semantic events that typically dominate a broadcasted game.
Specific expert systems are used for supporting, speeding-up and adding precision to in silico experimentation in many domains.
Our results include methods for generating random problems for systematic experimentation, the best domain-specific planning algorithms against which AI planners can be compared, and observations establishing the average plan quality of near-optimal methods.
The work presented here points to two strategies for further work; increased experimentation with trans-domain assessment and further research on such experiments and on the learning processes between assessors and between assessor and policy-makers.
But with Jean Lemaire de Belges prose became eloquent, and with François Rabelais it became a prodigious domain of experimentation.
A novel heating method is used to ensure that the temperature variation in the domain of experimentation is less than 1 °C.
He is particularly interested in the challenges of causal inference and experimentation in these complex domains.
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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