In this paper, we present a constructive approach which yields explicit expressions for Taylor series solutions in terms of initial conditions.
This is a strong argument for using an ensemble modelling approach, which yields a range of future runoff conditions instead of a deterministic projection.
We report an advanced chemical vapour deposition approach which yields not previously observed carbon-based foam-like films completely filled with a single phase of α-Fe.
To test the mean of this statistics, a hypothesis test is derived based on the asymptotic local approach, which yields a χ2-test.
These experiments confirm the higher RTT estimation accuracy of the machine learning approach which yields over 40% improvement when compared against both standard transmission control protocol (TCP) as well as the well known Eifel RTT estimator.
Parameter estimation and process optimization were carried out sequentially with a run-to-run approach, which yielded useful estimated parameters even when the model is extrapolated, as observed from cross-validation.
The problem of coordinating parameters can be solved adopting basically two types of solutions: (1) centralized approach, which yields the optimal global parameter vector, and (2) distributed approaches, which on one hand often provide suboptimal solutions through greedy techniques such as non-cooperative games, but on the other hand can provide near-optimal solutions by using a factor graph.
In this article we present such an algorithmic approach which yields robust and reliable estimations of cell densities in even in large cell conglomerates.
Measurements in the cochlea were made via a round-window approach, which yields data from the hook-region of the cochlea.
The subsequent results on yeast and human dataset can generally be interpreted as the difference of having less, but usually larger, non-overlapping modules (competitors) in contrast to our approach which yields more, but smaller and overlapping modules.
