Sentence examples for model building uses from inspiring English sources

In practice, most model building uses a combination of supervised and unsupervised learning, says Doyle.

In practice, most model building uses a combination of supervised and unsupervised learning, says Doyle. "Frequently, I start by sketching my expected model structure before reviewing the unsupervised machine-learning result," he says.

Repeated cycles of refinement using REFMAC5 (ref. 35) and model building using COOT36 were performed.

Thus, also in the process of model building used within CEASAR, we dedicated the highest attention of the quality of the data used as input for our models.

A few cycles of refinement using Refmac5 [45] and Phenix.refine [46], interspersed with manual model building using Coot [47], were necessary to complete the model.

Subsequent density modification and model building using the program SHARP and wARP enabled the tracing of the main chain atoms for up to ∼55% of the model [29].

The initial model was subjected to iterative cycles of crystallographic refinement with the Refmac 5.2 [41] and graphic sessions for model building using the program O [42].

Structures were solved by molecular replacement using PHASER [48] and refined using Refmac5 [49] and PHENIX [50] with manual model building using O [51] and Coot [52].

Water molecules were added using COOT, phenix.refine and by manual model building using the 2|Fo| – |Fc| and |Fo| – |Fc| maps contoured at 1σ and 3.5σ, respectively.

The structure was improved with iterative model building using COOT graphics package [33], the final structure had very good electron density (Figure 2B).

The modelling approach is based on an iterative algorithm for automated target-to-template alignment followed by model building using the MODELLER program [45] integrated in the M4T package and subsequent structural optimization of the obtained model.