The developed control algorithm is essentially more efficient than the step-by-step control procedures.
In particular, we introduce hidden physics models, which are essentially data-efficient learning machines capable of leveraging the underlying laws of physics, expressed by time dependent and nonlinear partial differential equations, to extract patterns from high-dimensional data generated from experiments.
Investment banks essentially act as efficient fee-seeking missiles.
The findings, according to a summary of the study: today's LED lamps are essentially as energy efficient as compact fluorescents, in the amount of energy needed to create, recycle and provide light.
Synthesis of caffeic acid ester essentially requires an efficient esterification process to produce various kinds of medicinally important ester derivatives.
The routing schemes essentially rely on efficient shortest path algorithms such as the Bellman-Ford [46] or Dijkstra algorithm [47] to compute the optimal route.
However, as this kind of feedstock is essentially food, other efficient and economically viable technologies for ethanol production have been evaluated.
The proposed controller can be viewed as an improvement of previous results concerned with the homogenous polynomials approach, since it presents a denser subdivision of the joint space of multi-instant normalized membership functions and therefore essentially yields an efficient multi-instant switching mechanism for the first time.
They are separated to study the influence on the objective error, and a combined interpolation algorithm based on the shape functions is proposed for error prediction, which can avoid the curse of dimensionality essentially and be efficient to predict the relative position and orientation errors at any desired pose in the coordinated workspace of dual machines.
Since "peer review can.[build,] jeopardize or destroy research efforts and careers of innovative investigators" [45, p. 34] and the advancement of scientific knowledge builds essentially on an efficient peer review system [1], the quality of each peer review process in science is of great importance.
