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modeling algorithm » mining algorithm (Expand Search), matching algorithm (Expand Search), boosting algorithm (Expand Search)
sampling algorithm » mining algorithm (Expand Search)
modeling algorithm » mining algorithm (Expand Search), matching algorithm (Expand Search), boosting algorithm (Expand Search)
sampling algorithm » mining algorithm (Expand Search)
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Computational elements for the remapping process.
Published 2022“…Based on a cell mask, we calculate for each pixel the distance to the nearest cell boundary element for both the cell-interior and cell-exterior spaces. …”
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Data_Sheet_1_Modeling Macroscopic Material Behavior With Machine Learning Algorithms Trained by Micromechanical Simulations.CSV
Published 2019“…The microstructure is modeled by a representative volume element (RVE), and the anisotropic mechanical behavior of individual grains is described by a crystal plasticity model. …”
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Data_Sheet_2_Modeling Macroscopic Material Behavior With Machine Learning Algorithms Trained by Micromechanical Simulations.pdf
Published 2019“…The microstructure is modeled by a representative volume element (RVE), and the anisotropic mechanical behavior of individual grains is described by a crystal plasticity model. …”
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GA[ESM,pMPNN,AF2Rank] algorithm flowchart.
Published 2024“…<p>Elements of the algorithm typically found in genetic algorithms are shown in green, methods specific to Non-dominated Sorting Genetic Algorithm II (NSGA-II) are highlighted in yellow, the machine-learning models are highlighted in blue, the modifications to the mutation operator proposed in this work are highlighted in purple, and problem-specific elements are highlighted in red. …”
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