Methodology for plausibility checking of structural mechanics simulations using deep learning on existing simulation data
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10 citations
Cites background or methods from "Methodology for plausibility checki..."
...In this regard, for example assistance systems for the knowledgebased setup and plausibility check of finite-element-simulations (Kestel et al., 2016 and Spruegel et al., 2018) strongly re-shape the established simulation and design verification processes....
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...A detailed explanation can be found in (Spruegel et al., 2018)....
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...More detailed information about the methodology can be found in (Spruegel et al., 2018)....
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References
7,767 citations
Additional excerpts
...The models are capable to discover complex structures within large data sets utilizing backpropagation algorithm (Bengio, 2009; LeCun, Bengio & Hinton, 2015; Deng, 2012)....
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5,092 citations
"Methodology for plausibility checki..." refers methods in this paper
...Usually goodness-of-fit parameters such as the „accuracy“ (derived from the confusion matrix; Powers, 2011) is calculated....
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2,327 citations
1,289 citations
"Methodology for plausibility checki..." refers background in this paper
...The most challenging topic, contemplating data-driven design, is dealing with incomplete data (Yin et al., 2014)....
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119 citations
Additional excerpts
...The models are capable to discover complex structures within large data sets utilizing backpropagation algorithm (Bengio, 2009; LeCun, Bengio & Hinton, 2015; Deng, 2012)....
[...]