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Vernox Labs analyzes unstructured data from construction projects to figure out how to sidestep building errors.
ExCoR markedly improved maps and models and reveals building errors and alternate conformations that were masked by traditional refinement approaches.
The B-factors are actually of direct relevance – in macromolecular crystallography, thermal motion, crystallographic disorder, even model building errors, all contribute to the B-factor.
A new Y Combinator-backed company called Vernox Labs is hoping to eliminate some of this unpredictability by using reams of unstructured data from previous projects to help general contractors, designers and project managers figure out how to sidestep common building errors.
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It is concluded that the method proposed here provides an efficient strategy for building error budgets for process models with many model inputs.
In this paper, we propose an efficient method for building error budgets to not only overcome the limitations of factorial arrangements, but also to approximate the results obtainable through those designs.
For this purpose, one may consider the strategy put forward by Haines (1993) when building data error covariance matrices for differentiated series.
A full leave-one-out cross validation (i.e. features are reselected and model parameters are rebuilt at each iteration) is a stringent and relatively unbiased estimate of the model building algorithm error [ 34, 35].
Despite the growing sophistication of building modeling tools, errors can arise from approximations that are made by a practitioner during model creation.
So began years of trial and error building the Colossus, a huge machine that, crassly put, looks like it's having its way with an olive tree.
The promise for developers putting together IoT solutions is to be able to spend the bulk of their time and effort building features rather than spending their precious resources on building expensive and error-prone IoT infrastructure.
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CEO of Professional Science Editing for Scientists @ prosciediting.com