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Cluster-based reduced-order modeling (CROM) was introduced to exploit the underlying low-dimensional dynamics of complex systems.
The key contribution of the paper is to exploit the underlying symmetries of systems to design novel predictors that are computationally simple and generic, in the sense that they can be combined with any stable observer or filter.
To exploit the underlying sparsity of the considered vector, the ℓ1 and ℓ0 norms are incorporated into the quadratic cost function of the standard distributed incremental least-mean-square (DILMS) algorithm, and some sparse DILMS (Sp-DILMS) algorithms are proposed correspondingly.
In this section, we propose a M-ZP-OFDM receiver that has access to CSI at the transmitter side, such that, at the transmitter side, the zero-padded information symbols are multiplied by the set of matrices C2,land sent through the channel, processed by the circulant matrix H′ and finally multiplied by the the set of matrices C1,lat the receiver side to exploit the underlying multipath diversity.
(21) Hence, it is important to exploit the underlying mechanism that eIF5A2 exerts and predict the oncogenic pathway, the benefit of which may be improvement of the prognosis for patients with bladder cancer.
To separate the 2 transport mechanisms mediating l-serine uptake into MVM vesicles, we developed a specific set of experimental protocols designed to exploit the underlying transport characteristics of obligate and facilitated transport, as defined in the computational model hypotheses (Fig. 1 B ).
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Its worth mentioning that ZP-OFDM-OLA is analogous to CP-OFDM; thus, it incurs identical complexity and is not able to fully exploit the underlying multipath diversity.
This illustrates that our proposed receiver is able to fully exploit the underlying spatial and multipath diversity gains relying on simple linear processing operations only.
All of the cast, directed on a clean, spare thrust stage by Peter Dobbins, exploit the underlying emotions to full effect, and Michael Abrams's lighting heightens the foreboding mood.
This suggests that robust gene pair combinations may exploit the underlying bio-molecular reactions that are relevant to the pathway deregulation and thus they could provide better biomarkers for cancer, as compared to individual genes.
In addition, most network architectures exploit the underlying networking APIs in their designs.
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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