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Numerical examples and validation against experimental data are included for describing the capabilities of the method.
The examples and validation tests indicate that this uniformity analysis may be efficiently applied to the evaluation of aggregate distribution on concrete samples.
The purposes of the contribution builder are pedagogical and technical: It aims to lower entry-barrier and simplify development of data entry clients by allowing incremental learning (also via examples) and validation to help detecting misunderstandings and errors early.
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The examples and validations show that the new micro-mechanical self-healing model is capable of representing the characteristic mechanical response of self-healing cementitious materials.
Each data sets is randomly split into 1000 training examples and 10 000 validation examples.
Finally, an example calculation and validation of results are given.
Fig. 10 Example QSPR model creation and validation.
Examples of application and validation of the model in lab and in field conditions, in particular in the case of wetting drying cycles, are given in the paper.
A group-contribution based model for one of the constitutive variables (AI solubility in polymers) is presented together with examples of application and validation.
Some examples of model results and validations on street level are presented.
Finally, a vibrating ship-hull structure provides a physical example for application and validation of the proposed methodology in a more complex geometry.
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