Sentence examples similar to optimization to data from inspiring English sources

Here, we describe application of AFM nonlinear optimization to magnetic data and then describe the use of AMM to study substorms with magnetic data from ground meridian chains as input.

We employ state-of-the-art machine learning tools such as multi-fidelity Gaussian process regression and Bayesian optimization to synthesize data obtained from multi-resolution simulations, and efficiently identify optimal configurations in the design space.

The mobilities are fitted by a least-squares optimization to experimental data on tracer diffusion from the literature.

We intend to extend our approach in the future by bringing robust optimization to the data replication area.

In this case model optimization to local data (such as customization to the specific institution) may be an important target, because differences between populations may affect model performance [ 24, 29].

Since it has been argued that optimization to experimental data yields reactions which allow more variance than others, as an indication of their influence on the signal transmission pathway, this analysis seems to contradict this effect.

It is regarded important for process and strain optimization to use data sets on the global physiological state of the cell during the production process not only using one, but several techniques.

However, majority of the existing optimization studies to data have not considered uncertainties for simplication.

With an improved Particle Swarm Optimization (IPSO) approach to data integration optimization calculations, the results of this study will allow the construction of a distributed energy network monitoring system to obtain the optimal solution.

An optimization to the broadcast data forwarding is investigated.

The feasibility of determining biphasic material properties using a finite element model of stress relaxation coupled with two types of constrained optimization to match measured data was investigated.