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We ran model instances in parallel on a high-performance cluster, and from hundreds of model runs we obtained the best parameter choices.
As a justification, through successive model runs we observed that an elevated half-life for the T-cells prevented them from encouraging proliferation of cytotoxic T-cells and therefore prevented tumor kill.
Based on a total of more than 40,000 model runs, we find that strategies promoting the ability of countries to always produce at least 95% of their electricity demand domestically significantly help to reduce the loss of load in case of shocks.
To select the best ENMs from among the replicate model runs, we followed Anderson et al. [43] in prioritizing low-omission models for further consideration (the 20% of replicate models showing lowest extrinsic omission error), and then retaining the central 50% of the distribution of areas predicted present to avoid models showing high commission error rates.
Considering this evidence for unreliability in the more highly partitioned model runs, we tempered our choice of partitioning scheme.
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In the model run we could show that land use patterns in the study area were closely related to socio-economic characteristics and governmental rules.
Based on sea-surface height, temperature, and velocity from a 17-year model run, we quantify the footprint of existing moorings to identify the extent to which the shelf circulation is likely to be represented by those moorings.
In order to obtain an empirical model from the simulation runs, we applied the technique of linear least squares curve fitting to each scenario trace.
"We did a number of model runs where we allowed PIG to retreat some distance back, and then we lowered the melt rates in our models.
As our tests are computationally costly due to the model building runs, we create a smaller, but similarly challenging test set using the 'hard' targets for the simple sequence alignment method GOTOH.
(This is a change from our August model run, when we did use the limited available polls to show a substantial Democratic advantage).
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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