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How to select appropriate polymer materials in a vast parameter space is a critical but also challenging step.
Natural and human-produced plasmas cover a vast parameter space with a rich array of properties that bear on science and engineering problems spanning many disciplines.
The development of appropriate synthetic methodologies, analytical techniques, and approaches which allow the constructive exploration of the vast parameter space of POM chemistry is crucial for the understanding and control of the underlying complex reactions masked by the self-assembly.
There is a growing interest in the social simulation on the application of data mining techniques to analyze multidimensional outputs that are generated from agent-based simulations across a vast parameter space.
Theoretical exploration of a model's behavior with respect to its parameters in particular those that are not constrained by validation is important but have been, until recently, limited by the lack of available computation resources and analysis tools to explore the vast parameter space.
With high performance computing (HPC), it has become possible for agent-based modelers to explore their models' (vast) parameter space, and while generating this simulated 'big data' is becoming (computationally) cheaper, analyzing agent-based model's outputs over a (relatively) large parameter space remains a big challenge for researchers.
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Design of experiments in combination with high-throughput experimentation (HTE) is a powerful toolbox for the systematic study of vast parameter spaces encountered in the design and optimization of heterogeneous catalysts.
The equations of motion are also presented in a dimensionless form and a vast dimensionless physical parameter space is identified.
We have explored vast parts of the parameter space, so we are confident that these results capture the essence of our prostate cancer model.
We have initiated several projects to experiment with the HIV-cellPACK system, for example, to explore the vast ranges of interacting parameter space across all of the ingredients.
We conclude that our results are robust, and the same qualitative outcome can be observed with modified versions of the model and/or in a vast area of the parameter space.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com