Sentence examples for based on a surrogate from inspiring English sources
For computationally efficiency, the SA is performed based on a surrogate model.
All investigations are based on a surrogate data model, which allows a Monte Carlo study across a large parameter space with modest computationally effort.
This study focuses on modelling the harnessed power and efficiency of the Converter based on a surrogate model methodology, in vortex-induced vibration (VIV) and galloping region.
With this value function capturing all future operating costs, optimal sizing of the wind farm and battery devices is determined based on a surrogate function optimization.
The optimization based on a surrogate model and the explicit prediction formulations was carried out to find the optimal lateral thickness distribution of 3 × 3 square multi-cell tube.
John Fauber incorrectly identified the prescription medication Vyvanse as a diet drug as well as falsely claims that Vyvanse was approved by the FDA based on a surrogate endpoint of weight loss in this video.
Perfect correlation between potential surrogate and unobserved true outcomes within randomized groups does not guarantee correct inference based on a potential surrogate endpoint.
Therefore a calibration method is proposed based on a Kriging surrogate model built using the uniform design approach.
This initial prediction is then verified or improved efficiently in a second stage using Monte Carlo simulation with importance sampling based on a Kriging surrogate model defined iteratively around the design point using an active refinement algorithm.
Therefore, we generated a method (7: Table 1) also using a simple distance threshold based on a biological surrogate of expected movement distances and maximum excursion duration of juveniles.
Fleming and DeMets [ 1] and the Biomarker Definitions Working Group [ 2] gave various examples where preliminary inference based on a potential surrogate endpoint was contradicted by later studies using important health outcomes.
