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A finite deformation constitutive framework for peridynamics that uses generalized Kirchhoff stress measures as intermediate quantities in computing the peridynamic material point interactions is proposed.
Significance values of the traditional scanning method (as well as intermediate quantities in [63]) are computed relative to the null distribution derived from the negative promoter sequences.
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Fig. 2 SINE model - EM intermediate quantity.
If the value is an intermediate quantity, the element has a membership degree to the set [32].
The intermediate quantity of the EM algorithm is evaluated as for the SINE model, see Figs. 3, 9, and 10.
These quantities appear naturally when computing the Fisher score in hidden Markov models or the intermediate quantity of the expectation maximization algorithm (see Section 5).
We compare the estimation of the EM intermediate quantity with the one obtained by the fixed lag method of [27], for different values of the lag (namely, 1,2,5,10,50).
The dotted line shows the reference value, computed using the GRand PaRIS algorithm with N =5000 particles Fig. 3 Log-growth model - EM intermediate quantity.
Estimation of the EM intermediate quantity (mathcal {Q}(theta,theta)) using the fixed-lag (FL) technique for five different lags, and the GRand PaRIS algorithm using 200 replicates.
Round-shaped structures have been obtained by using low relative quantity of PS, single wires and entangled wires have been obtained by using relative intermediate quantity of PS and high relative quantity of PS, respectively.
During this step, an intermediate quantity Qleft(boldsymbol{theta},boldsymbol{theta}^{prime}right)=mathbb{E}_{w_{it}}left(log{left(L^{c}(boldsymbol{theta})|boldsymbol{theta}^{prime}right)}right).
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