FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2019637174> ?p ?o ?g. }

• W2019637174 endingPage "1575" @default.
• W2019637174 startingPage "1564" @default.
• W2019637174 abstract "During the early design phases of any complex aerospace system, Monte Carlo simulations are performed and analyzed to better understand the physics of the problem and to identify design variables that must be either changed or studied further. The Tool for Rapid Analysis of Monte Carlo simulations was developed to assist engineers in the postprocessing of Monte Carlo simulation results. This work combines two pattern-recognition algorithms, kernel density estimation and nearest neighbors, into a practical analysis tool that ranks influential variables given a specific failure metrics. The Tool for Rapid Analysis of Monte Carlo simulations uses a failure metric to separate the simulation results into two groups: successful and failed simulation runs. The kernel density estimation and nearest neighbors algorithms are used to estimate probability density functions of the two different groups of data, which are then used to calculate a cost function that quantifies the relative influence of each design variable. In addition to producing a ranking of influential design variables, the Tool for Rapid Analysis of Monte Carlo simulations can rank combinations of up to four design variables in the form of differences and ratios. This paper shows results for a dynamical system with an analytical solution to demonstrate how these methods can identify failure regions in a Monte Carlo data set." @default.
• W2019637174 created "2016-06-24" @default.
• W2019637174 creator A5039133251 @default.
• W2019637174 creator A5039389714 @default.
• W2019637174 date "2014-09-01" @default.
• W2019637174 modified "2023-10-02" @default.
• W2019637174 title "Tool for Rapid Analysis of Monte Carlo Simulations" @default.
• W2019637174 cites W1966589932 @default.
• W2019637174 cites W1972978214 @default.
• W2019637174 cites W1992105245 @default.
• W2019637174 cites W2010719585 @default.
• W2019637174 cites W2016281703 @default.
• W2019637174 cites W2023185033 @default.
• W2019637174 cites W2045250787 @default.
• W2019637174 cites W2046816415 @default.
• W2019637174 cites W2052041305 @default.
• W2019637174 cites W2066327178 @default.
• W2019637174 cites W2068720461 @default.
• W2019637174 cites W2073687248 @default.
• W2019637174 cites W2082471795 @default.
• W2019637174 cites W2088046985 @default.
• W2019637174 cites W2094627009 @default.
• W2019637174 cites W2118020555 @default.
• W2019637174 cites W2129346603 @default.
• W2019637174 cites W2134478553 @default.
• W2019637174 cites W2148718596 @default.
• W2019637174 cites W2149772057 @default.
• W2019637174 cites W2314339038 @default.
• W2019637174 cites W2325468014 @default.
• W2019637174 cites W4233014035 @default.
• W2019637174 cites W4236852734 @default.
• W2019637174 doi "https://doi.org/10.2514/1.a32679" @default.
• W2019637174 hasPublicationYear "2014" @default.
• W2019637174 type Work @default.
• W2019637174 sameAs 2019637174 @default.
• W2019637174 citedByCount "4" @default.
• W2019637174 countsByYear W20196371742019 @default.
• W2019637174 countsByYear W20196371742020 @default.
• W2019637174 countsByYear W20196371742022 @default.
• W2019637174 countsByYear W20196371742023 @default.
• W2019637174 crossrefType "journal-article" @default.
• W2019637174 hasAuthorship W2019637174A5039133251 @default.
• W2019637174 hasAuthorship W2019637174A5039389714 @default.
• W2019637174 hasBestOaLocation W20196371742 @default.
• W2019637174 hasConcept C105795698 @default.
• W2019637174 hasConcept C111350023 @default.
• W2019637174 hasConcept C11413529 @default.
• W2019637174 hasConcept C114614502 @default.
• W2019637174 hasConcept C119857082 @default.
• W2019637174 hasConcept C121332964 @default.
• W2019637174 hasConcept C121864883 @default.
• W2019637174 hasConcept C122592724 @default.
• W2019637174 hasConcept C126255220 @default.
• W2019637174 hasConcept C127413603 @default.
• W2019637174 hasConcept C13153151 @default.
• W2019637174 hasConcept C132725507 @default.
• W2019637174 hasConcept C176217482 @default.
• W2019637174 hasConcept C185429906 @default.
• W2019637174 hasConcept C189430467 @default.
• W2019637174 hasConcept C19499675 @default.
• W2019637174 hasConcept C204493344 @default.
• W2019637174 hasConcept C21547014 @default.
• W2019637174 hasConcept C33923547 @default.
• W2019637174 hasConcept C37669827 @default.
• W2019637174 hasConcept C41008148 @default.
• W2019637174 hasConcept C63320529 @default.
• W2019637174 hasConcept C71134354 @default.
• W2019637174 hasConcept C74193536 @default.
• W2019637174 hasConceptScore W2019637174C105795698 @default.
• W2019637174 hasConceptScore W2019637174C111350023 @default.
• W2019637174 hasConceptScore W2019637174C11413529 @default.
• W2019637174 hasConceptScore W2019637174C114614502 @default.
• W2019637174 hasConceptScore W2019637174C119857082 @default.
• W2019637174 hasConceptScore W2019637174C121332964 @default.
• W2019637174 hasConceptScore W2019637174C121864883 @default.
• W2019637174 hasConceptScore W2019637174C122592724 @default.
• W2019637174 hasConceptScore W2019637174C126255220 @default.
• W2019637174 hasConceptScore W2019637174C127413603 @default.
• W2019637174 hasConceptScore W2019637174C13153151 @default.
• W2019637174 hasConceptScore W2019637174C132725507 @default.
• W2019637174 hasConceptScore W2019637174C176217482 @default.
• W2019637174 hasConceptScore W2019637174C185429906 @default.
• W2019637174 hasConceptScore W2019637174C189430467 @default.
• W2019637174 hasConceptScore W2019637174C19499675 @default.
• W2019637174 hasConceptScore W2019637174C204493344 @default.
• W2019637174 hasConceptScore W2019637174C21547014 @default.
• W2019637174 hasConceptScore W2019637174C33923547 @default.
• W2019637174 hasConceptScore W2019637174C37669827 @default.
• W2019637174 hasConceptScore W2019637174C41008148 @default.
• W2019637174 hasConceptScore W2019637174C63320529 @default.
• W2019637174 hasConceptScore W2019637174C71134354 @default.
• W2019637174 hasConceptScore W2019637174C74193536 @default.
• W2019637174 hasIssue "5" @default.
• W2019637174 hasLocation W20196371741 @default.
• W2019637174 hasLocation W20196371742 @default.
• W2019637174 hasLocation W20196371743 @default.
• W2019637174 hasOpenAccess W2019637174 @default.
• W2019637174 hasPrimaryLocation W20196371741 @default.

• next