This work (Part 1) marks the completion of an essential first step in the development of a freely available data resource of experimental and critically evaluated thermophysical properties for metallic systems.
Within the worm community such infrastructure centralizes the sites of resource production (GKC), housing of experimental resources (CGC) and online research material (WormBase).
NIF curators and developers have delved deeply into the nature of available resources and content of experimental databases, identifying and overcoming technical barriers.
It was shown that high-throughput experimentation in combination with experimental design leads to more efficient use of experimental resources in addition to a more in depth understanding of catalytic systems.
Recently, it was demonstrated theoretically that the application of optimal design theory in this model is an efficient method for both parameter value identification and economic use of experimental resources [Dette, H., Melas, V.B., Pepelyshev, A., Strigul, N., 2003. Efficient design of experiments in the Monod model. J. R. Stat. Soc. B 65 (Part 3), 725 742].
This means that a choke-point analysis might end up detecting more true targets, but our approach will result in a set of predicted targets with a lower percentage of false positives, which reduces the waste of experimental resources needed to validate the predictions.
Thus, the efforts and resources consumed on the generation of experimental data has been disproportional to the obtained results aimed at the improvement of patient suffering.
In addition, the paper shows its successful application to virtual and remote laboratories, web-based resources that enhance the accessibility of experimental setups for education and research.
Also, rather than creating short term testbeds for limited research objectives, these new environments are being designed as long term persistent resources to support many types of experimental research.
His approach to staging could tax the resources of even the most experimental theaters.
