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The authors utilized a recursive deep neural network approach to model molecular properties and applied the proposed approach to develop predictive model for aqueous solubility.
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The Kalman filter implementation utilizes a recursive algorithm which consists of a time update, where the next state of the system is 'predicted', and a measurement update, where the earlier prediction is 'corrected'corrected
Instead of using an exhaustive sampling approach, PSExplorer utilizes a novel recursive stratified sampling approach that can help explore high-dimensional spaces efficiently.
As in [ 2], DISpro utilizes a 1-dimensional recursive neural network, which we will refer to as 1D-RNN [ 2].
A modular cloning scheme was utilized and features a recursive cloning technique that can seamlessly and precisely tune the number of resilin repeats.
To deal with the stability of the 2-D NSHP recursive DC filter during the design process, we can either impose some necessary constraints on the phases of the 2-D NSHP recursive DAFs or utilize a penalty function involving a stability error computed by using a spectral factorization-based algorithm to ensure the stability of a designed 2-D NSHP recursive DC filter pair.
The solution procedure is made efficient by utilizing a continuum approach for determining the eigenfunctions of the bridge deck, and by obtaining the deck response at each iteration with the help of a few closed form (recursive) expressions.
Here one can utilize a well-established estimation strategy based on the RBE framework [5, 20], while a classical LS solution can be considered as a non-recursive memory-less (snapshot) approach.
Additionally, the one-dimensional inviscid theory was utilized in the recursive approach for comparison to the main proposed model.
Utilizing the recursive relation begin{array}{*{20}l} {E_{1}}left z right) = - Eileft({ - z} right) end{array} (72).
As described above, the reflection coefficients can be directly obtained from autocorrelation values of given EEG data by utilizing simple recursive formula.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com