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Using the absolute DASE value (log2 ratio) for the computation enables us to quantify DASE based only on magnitude of change without regard to direction of change, as direction of change cannot be incorporated due to the lack of a standard reference allele.
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Therefore, although in such medical procedure informed consent is always obtained based on minimal medical ethics requirement, still there is a risk that the alteration of neural computation enabled by DBS may cause a disproportionate harm as compared to the therapeutic benefit.
Starting with the standard load balancing and overlap of communication and computation enabled by the over-decomposition strategy, we employed a number of Charm++'s features.
As described in Section 3.1, our packing method can pack a binary vector of length less than n in a single ciphertext, and the computation (6) enables to compute the inner product between two binary vectors of length n over packed ciphertexts.
"Simulation and computation enabled by HPC are recognised globally as the third pillar of modern research and this investment will ensure we remain world leaders in this field".
Equation-free multiscale computation: enabling microscopic simulators to perform system-level tasks.
The results found by the CFD computations enable us to not only improve engine performances but also to optimize computations for scramjet engines.
The numerical computations enable us to validate the previous analytical solutions and describe several kinds of post-critical responses up to advanced states, depending on geometric and material parameters.
The neural computations enabling animals with a central nervous system to orient in odor gradients, however, remain poorly understood.
The simplicity of the model ensures highly efficient computations, enabling a comprehensive study: a large range of hard phase volume fractions and yield stress ratios, for wide range of applied stress states.
Furthermore, the algorithm can be optimized for parallel computations, enabling ultra-large-scale analyses performed by supercomputers, such as the "Earth Simulator" [ 4].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com