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First, a grid representation is appropriate for facility influence prediction.
The objective function evaluation is based on a grid representation of the landscape where neighbourhood dependencies like lateral flows or the landscape pattern can explicitly be considered.
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Using a hexagonal grid representation of Eurasia (grid points spaced approximately 110 km apart, each land grid point is connected to up to six neighbours as in [42], [43]) we calculated the shortest distance <img src="http://journals.plos.org/plosone/article/asset?id=info?doi/10.1371/journal.pone.0018194.e001.PNG" class= inline-graphic"/> on land from each grid point i to each sample location j.
The basic idea of the SOM [ 41] is to produce a low dimensional (usually a 2- dimensional grid) representation of a high dimensional input space while preserving key similarity relations between input data samples.
Furthermore, the use of linear representation of grids in PBMs to represent industrial granulation processes that span a wide granule size range is computationally prohibitive and results show that a non-linear grid representation is computationally more efficient with comparable accuracy.
We used a beamforming approach [ 43, 44] to project the sensor data onto a (spatially) downsampled cortical grid representation.
For each of these pathway networks an optimally arranged 2D grid representation was produced as described in Results.
Figure 5 shows a sample of a reference fingerprint DB map, with grid representation.
This direct input of environment information is placed onto a grid work representation derived from the path integrator [34].
First, an all-atom flexible model of the peptide with neutral N- and C-terminal groups was docked into a grid potential representation of the MHC peptide-binding cleft.
To complete a six dimensional search in the rotation-translation space the moving object is rotated to a new orientation (by applying a rotation transformation to the coordinates of the virtual atoms), its grid representation is recalculated for the new orientation, and then a new correlation matrix is calculated and new high scoring positions are identified and saved.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com