FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4281490147> ?p ?o ?g. }

• W4281490147 endingPage "754" @default.
• W4281490147 startingPage "754" @default.
• W4281490147 abstract "In this study, an artificial neural network approach and a regression model are adopted to predict the mechanical properties of heat-treated Mg-Zn-RE-Zr-Ca-Sr magnesium alloys. The dataset for artificial neural network (ANN) modeling is generated by investigating the microhardness of heat-treated Mg-Zn-RE-Zr-Ca-Sr alloys using Vickers hardness tests. A back-propagation (BP) neural network is established using experimental data that enable the prediction of mechanical properties as a function of the composition and heat treatment process. The input variables for the BP network model are Ca and Sr contents, ageing temperature and ageing time. The output variable corresponds to the microhardness. The optimal BP network model is acquired by optimizing the number of the hidden layer nodes. The results indicate that a reliable correlation coefficient is above 0.95 for architecture (4-8-1), which has a high level of accuracy for prediction. In addition, a second-order polynomial regression model is developed based on the least squares method. The results of determination coefficients and Fisher’s criterion indicate that the regression model is capable of modeling mechanical properties as a function of composition and the ageing process. Furthermore, supplemental experiments are conducted to check the accuracy of the BP model and the regression model, suggesting that the model predictions are well in accordance with experimental results. Therefore, both the BP network and regression models have high accuracy in modeling and predicting mechanical properties of heat-treated Mg-Zn-RE-Zr-Ca-Sr alloys." @default.
• W4281490147 created "2022-05-26" @default.
• W4281490147 creator A5001993756 @default.
• W4281490147 creator A5003360183 @default.
• W4281490147 creator A5005846030 @default.
• W4281490147 creator A5010216681 @default.
• W4281490147 creator A5023319452 @default.
• W4281490147 creator A5056584043 @default.
• W4281490147 date "2022-05-24" @default.
• W4281490147 modified "2023-10-16" @default.
• W4281490147 title "Modeling the Mechanical Properties of Heat-Treated Mg-Zn-RE-Zr-Ca-Sr Alloys with the Artificial Neural Network and the Regression Model" @default.
• W4281490147 cites W1597398318 @default.
• W4281490147 cites W1978674697 @default.
• W4281490147 cites W1980158013 @default.
• W4281490147 cites W1997284061 @default.
• W4281490147 cites W2007355286 @default.
• W4281490147 cites W2019105701 @default.
• W4281490147 cites W2034957637 @default.
• W4281490147 cites W2049304060 @default.
• W4281490147 cites W2062949193 @default.
• W4281490147 cites W2071026144 @default.
• W4281490147 cites W2072456652 @default.
• W4281490147 cites W2078627165 @default.
• W4281490147 cites W2084552293 @default.
• W4281490147 cites W2247455966 @default.
• W4281490147 cites W2339785177 @default.
• W4281490147 cites W2346371458 @default.
• W4281490147 cites W2439287736 @default.
• W4281490147 cites W2524467923 @default.
• W4281490147 cites W2737023726 @default.
• W4281490147 cites W2779186769 @default.
• W4281490147 cites W2790147346 @default.
• W4281490147 cites W2964094441 @default.
• W4281490147 cites W2995593794 @default.
• W4281490147 cites W3000543813 @default.
• W4281490147 doi "https://doi.org/10.3390/cryst12060754" @default.
• W4281490147 hasPublicationYear "2022" @default.
• W4281490147 type Work @default.
• W4281490147 citedByCount "1" @default.
• W4281490147 countsByYear W42814901472022 @default.
• W4281490147 crossrefType "journal-article" @default.
• W4281490147 hasAuthorship W4281490147A5001993756 @default.
• W4281490147 hasAuthorship W4281490147A5003360183 @default.
• W4281490147 hasAuthorship W4281490147A5005846030 @default.
• W4281490147 hasAuthorship W4281490147A5010216681 @default.
• W4281490147 hasAuthorship W4281490147A5023319452 @default.
• W4281490147 hasAuthorship W4281490147A5056584043 @default.
• W4281490147 hasBestOaLocation W42814901471 @default.
• W4281490147 hasConcept C105795698 @default.
• W4281490147 hasConcept C119857082 @default.
• W4281490147 hasConcept C120068334 @default.
• W4281490147 hasConcept C128990827 @default.
• W4281490147 hasConcept C152877465 @default.
• W4281490147 hasConcept C154945302 @default.
• W4281490147 hasConcept C155032097 @default.
• W4281490147 hasConcept C165720898 @default.
• W4281490147 hasConcept C186060115 @default.
• W4281490147 hasConcept C191897082 @default.
• W4281490147 hasConcept C192562407 @default.
• W4281490147 hasConcept C2780092901 @default.
• W4281490147 hasConcept C33923547 @default.
• W4281490147 hasConcept C41008148 @default.
• W4281490147 hasConcept C48921125 @default.
• W4281490147 hasConcept C50644808 @default.
• W4281490147 hasConcept C83546350 @default.
• W4281490147 hasConcept C86803240 @default.
• W4281490147 hasConcept C87976508 @default.
• W4281490147 hasConceptScore W4281490147C105795698 @default.
• W4281490147 hasConceptScore W4281490147C119857082 @default.
• W4281490147 hasConceptScore W4281490147C120068334 @default.
• W4281490147 hasConceptScore W4281490147C128990827 @default.
• W4281490147 hasConceptScore W4281490147C152877465 @default.
• W4281490147 hasConceptScore W4281490147C154945302 @default.
• W4281490147 hasConceptScore W4281490147C155032097 @default.
• W4281490147 hasConceptScore W4281490147C165720898 @default.
• W4281490147 hasConceptScore W4281490147C186060115 @default.
• W4281490147 hasConceptScore W4281490147C191897082 @default.
• W4281490147 hasConceptScore W4281490147C192562407 @default.
• W4281490147 hasConceptScore W4281490147C2780092901 @default.
• W4281490147 hasConceptScore W4281490147C33923547 @default.
• W4281490147 hasConceptScore W4281490147C41008148 @default.
• W4281490147 hasConceptScore W4281490147C48921125 @default.
• W4281490147 hasConceptScore W4281490147C50644808 @default.
• W4281490147 hasConceptScore W4281490147C83546350 @default.
• W4281490147 hasConceptScore W4281490147C86803240 @default.
• W4281490147 hasConceptScore W4281490147C87976508 @default.
• W4281490147 hasFunder F4320332587 @default.
• W4281490147 hasIssue "6" @default.
• W4281490147 hasLocation W42814901471 @default.
• W4281490147 hasLocation W42814901472 @default.
• W4281490147 hasOpenAccess W4281490147 @default.
• W4281490147 hasPrimaryLocation W42814901471 @default.
• W4281490147 hasRelatedWork W2065813542 @default.
• W4281490147 hasRelatedWork W2075210509 @default.
• W4281490147 hasRelatedWork W2144133605 @default.
• W4281490147 hasRelatedWork W2375721435 @default.
• W4281490147 hasRelatedWork W2378860096 @default.
• W4281490147 hasRelatedWork W2392470965 @default.

• next