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Also the use of more accurate nonlinear concrete model will help enhance the validity of this study.
We develop fairly simple analytical estimates of the overall deformation of photo-actuated liquid crystal elastomer plates, and also carry out more accurate nonlinear finite element simulations.
In contrast, the more accurate nonlinear static and dynamic procedures lead to more economical designs with UFC-acceptable resistance to progressive collapse, at the expenses of considerable modeling and computing efforts.
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The results showed that GOT can produce formulas which are more accurate than nonlinear regression formulas but less accurate than neural network models.
By relying on a more realistic and accurate nonlinear measurement observation model, and a fast, easily implemented and robust UKF, the proposed solution can be successfully deployed as part of an SE package in commercial EMS software.
All of these linear representations can be useful for visualising data, but none should be used to determine kinetic parameters, as computer software is readily available that allows for more accurate determination by nonlinear regression methods.
However, they offer a more accurate simulation of the nonlinear response of the masonry piers and spandrels, particularly in the pre-peak regime.
Through comparison we found that the ANN model is much more accurate than conventional multiple nonlinear regression analysis (MNLR) model for the same set of data.
Numerical experiments indicate that FTGA can efficiently and reliably achieve more accurate global optima of complex, nonlinear, high-dimension and multimodal optimization problems subject to nonlinear constraints.
It has been shown, contrary to the usual belief, that the nonlinear DSA simulation method used in this study can predict slightly more accurate wave characteristics than the nonlinear NSA simulation method does.
ANN tool is faster and more accurate to solve complex and nonlinear problems as compared to other conventional techniques.
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