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To improve a model developed in Comsol Multiphysics for assessing the hygrothermal performance of rammed earth constructions, flexible dynamic small-scale experiments are presented.
A special regularization for the neural networks training taking into account that data are obtained in different experiments with different noise level is proposed to improve a model performance.
Transformations on models are fundamental to the MDA approach: either as a means to improve a model to make it more generic and flexible for use as a Platform-Independent Model (PIM), or as a means to transform PIMs into Platform-Specific Model (PSMs).
First, as Cartwright (1989) points out, there is no reason to assume that one can always improve a model by adding de-idealizing corrections.
Temperature and static solution tools associated with the FE method can facilitate the incorporation of more experimental data into the FE models (i.e., local measurements of modulus from micro- or nano-indentation) and perhaps improve a model's performance.
New experimental results improve a model and a model can guide the next round of experiments.
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Evaluating and improving a model of nursing care is a fundamental part of clinical practice improvement.
In improving a model like Loconomics, we hope to expand the model to cooperatives instead of freelancers, which Kai has already been working on in our own prototype.
While traditional measures of human development (health, education, income) improved, a model of "inhuman development" negatively affected the quality of life for the population at large.
Recalibration to the incidence of acute kidney injury within a particular hospital can be a useful means of improving a model's predictive performance.
Improving a model that is already considered as good, is difficult because only very strong predictors may result in a significant improvement, while other moderately strong predictors do not affect the model [ 30].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com