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In order to cope with the complexity and scale of realistic domains, COLLAGE also utilizes localization, a representational technique for partitioning problem requirements into subproblems.
This combination of action-based reasoning with flexible localized search has yielded a powerful and efficient planning framework that is useful for challenging realistic domains.
While artificial intelligence methodologies are being applied towards increasingly realistic domains that require timely responses, real-time systems are coming to incorporate decision-making tools that require more intelligent capabilities.
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We report on realistic domain use-case queries referring to our application ontology.
The aim of object-oriented domain-driven design (DDD) is to iteratively develop software around a realistic domain model.
Simulations are carried out in a geometrically realistic domain for labeled DNA concentrations corresponding to rare and abundant transcripts for typical assay conditions.
We are well aware this could be a criticism to our model, although experimentally we chose a realistic domain for the reciprocal function.
The curriculum examples outlined above illustrate how fundamental features of scientific thinking can be studied in a realistic domain-specific context, which appears to be a key element in developing critical-thinking skills (Willingham, 2007).
The new features described, often required in realistic application domains, can be summarized in three main points.
In many realistic problem domains, the main variable of interest behaves monotonically in the observable variables, in the sense that higher values for the variable of interest become more likely with higher-ordered observations.
The work of Ref. [35] elucidates the differences between the dynamics of scroll waves in cuboid and anatomically realistic simulation domains; this study includes fiber rotation, uses the TNNP model, but does not include inhomogeneities of the type we study here.
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