FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385954772> ?p ?o ?g. }

• W4385954772 abstract "ABSTRACT Two sets of predictive models are developed based on the machine learning (ML) and general orthogonal regression (GOR) approaches for predicting the seismic source parameters including rupture width, rupture length, rupture area, and two slip parameters (i.e., the average and maximum slips of rupture surface). The predictive models are developed based on a compiled catalog consisting of 1190 sets of estimated source parameters. First, the Light Gradient Boosting Machine (LightGBM), which is a gradient boosting framework that uses tree-based learning algorithms, is utilized to develop the ML-based predictive models by employing five predictor variables consisting of moment magnitude (Mw), hypocenter depth, dip angle, fault-type, and subduction indicators. It is found that the developed ML-based models exhibit good performance in terms of predictive efficiency and generalization. Second, multiple source-scaling models are developed for predicting the source parameters based on the GOR approach, in which each functional form has one predictor variable only, that is, Mw. The performance of the GOR-based models is compared with existing source-scaling relationships. Both sets of the models developed are applicable in estimating the five source parameters in earthquake engineering-related applications." @default.
• W4385954772 created "2023-08-18" @default.
• W4385954772 creator A5001059474 @default.
• W4385954772 creator A5011895543 @default.
• W4385954772 creator A5035201958 @default.
• W4385954772 creator A5051979163 @default.
• W4385954772 date "2023-08-17" @default.
• W4385954772 modified "2023-10-05" @default.
• W4385954772 title "Predictive Models for Seismic Source Parameters Based on Machine Learning and General Orthogonal Regression Approaches" @default.
• W4385954772 cites W1578593534 @default.
• W4385954772 cites W1875061881 @default.
• W4385954772 cites W1965270678 @default.
• W4385954772 cites W1967741391 @default.
• W4385954772 cites W2038709542 @default.
• W4385954772 cites W2051890859 @default.
• W4385954772 cites W2071672567 @default.
• W4385954772 cites W2110893990 @default.
• W4385954772 cites W2115208878 @default.
• W4385954772 cites W2118036790 @default.
• W4385954772 cites W2137729302 @default.
• W4385954772 cites W2141743976 @default.
• W4385954772 cites W2142635246 @default.
• W4385954772 cites W2149477794 @default.
• W4385954772 cites W2153700559 @default.
• W4385954772 cites W2333298324 @default.
• W4385954772 cites W2412194377 @default.
• W4385954772 cites W2461728953 @default.
• W4385954772 cites W2537155529 @default.
• W4385954772 cites W2607277830 @default.
• W4385954772 cites W2756545662 @default.
• W4385954772 cites W2795448097 @default.
• W4385954772 cites W2896020828 @default.
• W4385954772 cites W2936503622 @default.
• W4385954772 cites W2952714963 @default.
• W4385954772 cites W2991286214 @default.
• W4385954772 cites W3010363841 @default.
• W4385954772 cites W3035532405 @default.
• W4385954772 cites W3036729602 @default.
• W4385954772 cites W3143949042 @default.
• W4385954772 cites W3196922987 @default.
• W4385954772 cites W3213104870 @default.
• W4385954772 cites W4283585957 @default.
• W4385954772 cites W4283707319 @default.
• W4385954772 cites W4292111660 @default.
• W4385954772 cites W4302773726 @default.
• W4385954772 doi "https://doi.org/10.1785/0120230069" @default.
• W4385954772 hasPublicationYear "2023" @default.
• W4385954772 type Work @default.
• W4385954772 citedByCount "0" @default.
• W4385954772 crossrefType "journal-article" @default.
• W4385954772 hasAuthorship W4385954772A5001059474 @default.
• W4385954772 hasAuthorship W4385954772A5011895543 @default.
• W4385954772 hasAuthorship W4385954772A5035201958 @default.
• W4385954772 hasAuthorship W4385954772A5051979163 @default.
• W4385954772 hasConcept C105795698 @default.
• W4385954772 hasConcept C111357193 @default.
• W4385954772 hasConcept C11413529 @default.
• W4385954772 hasConcept C119857082 @default.
• W4385954772 hasConcept C12267149 @default.
• W4385954772 hasConcept C127313418 @default.
• W4385954772 hasConcept C152877465 @default.
• W4385954772 hasConcept C154945302 @default.
• W4385954772 hasConcept C165205528 @default.
• W4385954772 hasConcept C169258074 @default.
• W4385954772 hasConcept C2524010 @default.
• W4385954772 hasConcept C33923547 @default.
• W4385954772 hasConcept C41008148 @default.
• W4385954772 hasConcept C45804977 @default.
• W4385954772 hasConcept C46686674 @default.
• W4385954772 hasConcept C70153297 @default.
• W4385954772 hasConcept C83176761 @default.
• W4385954772 hasConcept C83546350 @default.
• W4385954772 hasConcept C99844830 @default.
• W4385954772 hasConceptScore W4385954772C105795698 @default.
• W4385954772 hasConceptScore W4385954772C111357193 @default.
• W4385954772 hasConceptScore W4385954772C11413529 @default.
• W4385954772 hasConceptScore W4385954772C119857082 @default.
• W4385954772 hasConceptScore W4385954772C12267149 @default.
• W4385954772 hasConceptScore W4385954772C127313418 @default.
• W4385954772 hasConceptScore W4385954772C152877465 @default.
• W4385954772 hasConceptScore W4385954772C154945302 @default.
• W4385954772 hasConceptScore W4385954772C165205528 @default.
• W4385954772 hasConceptScore W4385954772C169258074 @default.
• W4385954772 hasConceptScore W4385954772C2524010 @default.
• W4385954772 hasConceptScore W4385954772C33923547 @default.
• W4385954772 hasConceptScore W4385954772C41008148 @default.
• W4385954772 hasConceptScore W4385954772C45804977 @default.
• W4385954772 hasConceptScore W4385954772C46686674 @default.
• W4385954772 hasConceptScore W4385954772C70153297 @default.
• W4385954772 hasConceptScore W4385954772C83176761 @default.
• W4385954772 hasConceptScore W4385954772C83546350 @default.
• W4385954772 hasConceptScore W4385954772C99844830 @default.
• W4385954772 hasLocation W43859547721 @default.
• W4385954772 hasOpenAccess W4385954772 @default.
• W4385954772 hasPrimaryLocation W43859547721 @default.
• W4385954772 hasRelatedWork W1985505753 @default.
• W4385954772 hasRelatedWork W2766514146 @default.
• W4385954772 hasRelatedWork W2885516856 @default.
• W4385954772 hasRelatedWork W2885778889 @default.
• W4385954772 hasRelatedWork W2967733078 @default.

• next