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Some R packages have explored solutions for reproducibility by tracking the detailed information on what model/code ran and the computing configuration (see http://arxiv.org/pdf/1501.02284.pdf).
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The explored solutions represent building thermal designs integrated with the MPC of HVAC systems.
A droplet of 25 35 μL of the explored solutions (AβOs, NU4, and AβOs bound to NU4) was allowed to absorb on freshly cleaved mica for 2 3 min. The excess solution was rinsed twice with ultrapure water in order to remove salt deposits and other residues.
The portion of the explored solution space is therefore hugely restricted for the node; part of it will never be explored, and this can lead to nodes settling on suboptimal cliques or even not being able to find any clique to be part of.
Specifically, an activity-mode list is used to encode the individual of the population; a hybrid probability model is built to describe the probability distribution of the solution space; and two Pareto archives are adopted to store the explored non-dominated solutions and the solutions for updating the probability model, respectively.
Our own activities aimed at creating and sustaining an engaged public (category one) produced potential solutions for policy problems, which were further explored via an agenda-setting process (category two), but then fizzled out (de Jong et al. 2016).
Solutions for scientists.
Find solutions for problems.
During an optimisation process, function gradients are approximated using already explored design solutions.
During each iteration of the optimization loop, we employ the popular MEEP simulation tool to evaluate explored design solutions.
Providing a full solution for next explored place prediction is beyond the scope of this work, and here we simply aim to stress the fact that the prediction of explorations is very different from the predictions to returns to known places.
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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