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All these features lead to increased computational efficiency, and allow applicability of the code to multi-core/processor parallel computing platforms with excellent scalability.
Larger models and some newer architectures offer improved accuracy but are also more difficult to deploy for many applications due to increased computational cost at recognition time.
With the increase in the problem scale, dealing with such alternating routes becomes difficult due to increased computational load and possible entanglement of the results in sub-optimal solutions due to infeasibilities in the MILP space.
Previous Quadrature Method of Moments (QMOM) algorithms either use more than two nodes, leading to increased computational expense, or are shown here to give incorrect results under some circumstances.
As in the case of the STAT5 example the improved robustness of multiple-shooting gives rise to increased computational cost compared to single shooting.
This effect is typically attributed to increased computational demands in the less familiar language (see Perani and Abutalebi 2005 for a review), but very little is known about the impact of second language learning on first language reading activation.
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To increase computational accuracy and to reduce computation time, a novel Coulomb friction representation is incorporated into the non-linear dynamic analysis.
The low dose CT scans were downsampled to the PET resolution prior to image registration to increase computational performance and to avoid issues with computer memory; CT to CT image registration, after which the transformation was used to initialize PET to PET registration (referred to as CTPET).
However, the additional test leads to increasing computational costs.
The proposed GMVP only utilizes gradient magnitude as the similarity feature to increase computational efficiency.
Furthermore, shell elements were applied in these models to increase computational efficiency and stability.
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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