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Markov chains model probable forecasts of stochastic processes where the future state of a system depends on its current state (Thompson & Waddington, 2014; Guan et al., 2011).
As a new 2D material by using a reactive molecular dynamics model, probable types of rupture for borophene sheets were studied, among which two dominant mechanisms were observed: creation of the cracks and formation of nanopores.
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The prototype also acts as a speculative device for modeling probable outcomes stemming from different constraint sets, thereby acting as an 'algorithmic' blueprint for the narration of scenarios produced as an outcome of macro- and micro-entanglement.
As an alternative to reference intervals, a 2 cut-off model indicating probable vitamin B12 deficiency, probable sufficient vitamin B12 status as well as a greyzone can be derived from these cut-offs.
Fifth, if regional/local stakeholder preferences are taken as a basis, the methods can be used in order to model the probable future expansion of housing development according to local interests.
19 All analyses were carried out with a random effects model given probable clinical heterogeneity in study design between trials regardless of statistical homogeneity.
In addition, we incorporated in the model the probable absenteeism of HCWs either due to illness or to care duties at home or in individual social environments.
In "model-based" reinforcement learning, state prediction errors (SPEs) can learn an internal model of probable consequences of being in some state i.e., they learn state transition probabilities.
In this work, the protein sequences that have been predicted from the T. cruzi genome sequence were analysed with the objective of improving the annotation of their putative biological functions, and to model their probable three-dimensional structures.
The 3-D structure of the LOV domain of YtvA from B. amyloliquefaciens has recently been solved [75], using this structure as a template we modeled the probable structure of Lmo0799-LOV athehe SWISS-MODEL workspace.
Notably, the accuracy of predicted 3D models generated by a range of structure prediction algorithms strongly correlates with how well the models satisfy probable residue contacts inferred via our method.
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