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The design of a parallel version for MSA with A-Star is subject to challenges such as irregular dependency pattern and substantial memory requirements.
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The new solver results in a significant acceleration of computations as well as in a substantial reduction in memory requirements.
Performance comparisons between the LRR, ETP, and FR grids indicate that the LRR method provides substantial savings in execution time and computer memory requirements, without compromising solution accuracy.
In the current case, the use of LSTOK over 1765 spatially local neighbourhoods has been shown to offer a modest increase in prediction accuracy over STOK, although at a substantial additional cost in terms of dynamic memory requirements and CPU time.
The total memory requirements are then dominated by the memory required for the unknowns.
Considering the substantial memory usage of the hash table using structural database to reduce memory requirement becomes markedly relevant.
In particular, several techniques have been introduced to decrease the number of states to be explored and the memory requirements needed for storing explored states, leading to substantial reduction in state space [ 42].
Such nonlinear elimination, which we term particle enslavement, results in a nonlinear formulation with memory requirements comparable to those of a fluid computation, and affords us substantial freedom in regards to the particle orbit integrator.
Both processing time and computer memory requirements are improved.
But by seven weeks, the post-stroke mice had developed substantial memory deficits.
Memory requirements scale as O(N) in all frequency regimes.
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CEO of Professional Science Editing for Scientists @ prosciediting.com