Sentence examples for adaptive experimentation from inspiring English sources

Our Evo-DoE methodology "closes the loop" in iterated adaptive experimentation in a high-dimensional experimental space.

Automated chemistry workstations equipped for parallel and adaptive experimentation can provide a significant impact in chemistry research, particularly for exploring search spaces as part of optimization studies.

Collectively, the SFGS module enables parallel adaptive experimentation and affords a comprehensive response surface that is fine-grained in the region of optimal response.

Adaptive innovation and experimentation, experts say, is the rule in a period of rapid change that can be seen as the digital-age equivalent of the ferment after the introduction of the printing press.

Recognising that SESs are complex adaptive systems presupposes that experimentation and learning are necessary for societal learning and enhanced resilience (Biggs et al. 2012).

Such experimental approaches are compatible with parallel experimentation but are not adaptive in directing the search toward favorable regions of the search space.

This tutorial paper introduces the reader to an implementable experimentation methodology, dubbed Adaptive Design Optimization, that can help scientists to conduct "smart" experiments that are maximally informative and highly efficient, which in turn should accelerate scientific discovery in psychology and beyond.

However, without fully evaluating human response to adaptive robotic assistants through human subject experimentation, it is impossible to predict whether these technologies would improve team efficiency or human satisfaction.

Whether they are rapidly evolving and dispensable [ 48] and/or have adaptive functions can only be determined by experimentation [ 37].

We show via extensive experimentation that the designed model reference adaptive controller can provide much improved guiding performance in the presence of material variations and disturbances.

Of course, adaptive benefits remain unproven until tested, ideally by experimentation, but our study identifies potential avenues to explore if the null hypothesis of no benefit (e.g. via low cost to donor and recipient) is to be rejected.