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a Global refinement of 2 and b global refinement of 4. Large uncertainties exist in thermal conductivity and heat production rate measurements; a Monte Carlo approach is introduced to study how those uncertainties affect thermal structure results.
Fig. 4 Example of global refinement values.
As a result, a global refinement value defines the model resolution.
In practice, an increased resolution rendered by a global refinement value of 7 does not seem to have noticeable changes on the results.
We investigate a method that can hide unwanted control points from the user so that the user's interaction is with local, rather than global, refinement.
Simulations with a global refinement value of 6 have a cell size of approximately 200 m × 200 m, while simulations with a global refinement of 7 have a cell size of approximately 100 m × 100 m, effectively quadrupling the resolution, however, requiring more time to compute.
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Two examples of low global refinements for thermal profile 2, showing the subdivided grid and its impact on the resolution of the model, are shown in Fig. 4.
In Fig. 15(c), we compare the error obtained by global uniform refinement and by the described adaptive refinement.
The proposed framework relies on local mesh adaptation instead of the global mesh refinement approach.
Table 1 shows the history of the convergence under global mesh refinement with a fixed (beta>beta^).
To avoid nonsensical increase in computational cost caused by global grid refinement, an adaptive algorithm is designed.
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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