FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3204389145> ?p ?o ?g. }

• W3204389145 endingPage "039" @default.
• W3204389145 startingPage "039" @default.
• W3204389145 abstract "Abstract We make use of snapshots taken from the Quijote suite of simulations, consisting of 2000 simulations where five cosmological parameters have been varied (Ω m , Ω b , h , n s and σ 8 ) in order to investigate the possibility of determining them using machine learning techniques. In particular, we show that convolutional neural networks can be employed to accurately extract Ω m and σ 8 from the N -body simulations, and that these parameters can also be found from the non-linear matter power spectrum obtained from the same suite of simulations using both random forest regressors and deep neural networks. We show that the power spectrum provides competitive results in terms of accuracy compared to using the simulations and that we can also estimate the scalar spectral index n s from the power spectrum, at a lower precision." @default.
• W3204389145 created "2021-10-11" @default.
• W3204389145 creator A5041661079 @default.
• W3204389145 date "2021-09-01" @default.
• W3204389145 modified "2023-09-30" @default.
• W3204389145 title "Extracting cosmological parameters from N-body simulations using machine learning techniques" @default.
• W3204389145 cites W1634003897 @default.
• W3204389145 cites W1944901286 @default.
• W3204389145 cites W2029234737 @default.
• W3204389145 cites W2056173066 @default.
• W3204389145 cites W2116440023 @default.
• W3204389145 cites W2581784940 @default.
• W3204389145 cites W2606720601 @default.
• W3204389145 cites W2897868884 @default.
• W3204389145 cites W2959696098 @default.
• W3204389145 cites W2963038539 @default.
• W3204389145 cites W3017324097 @default.
• W3204389145 cites W3041488807 @default.
• W3204389145 cites W3080529233 @default.
• W3204389145 cites W3088606019 @default.
• W3204389145 cites W3090728869 @default.
• W3204389145 cites W3098202100 @default.
• W3204389145 cites W3098221464 @default.
• W3204389145 cites W3098899650 @default.
• W3204389145 cites W3099186397 @default.
• W3204389145 cites W3102885373 @default.
• W3204389145 cites W3105494006 @default.
• W3204389145 cites W3135702699 @default.
• W3204389145 cites W3137829801 @default.
• W3204389145 cites W3168991686 @default.
• W3204389145 cites W3196843792 @default.
• W3204389145 cites W3199915923 @default.
• W3204389145 doi "https://doi.org/10.1088/1475-7516/2021/09/039" @default.
• W3204389145 hasPublicationYear "2021" @default.
• W3204389145 type Work @default.
• W3204389145 sameAs 3204389145 @default.
• W3204389145 citedByCount "5" @default.
• W3204389145 countsByYear W32043891452022 @default.
• W3204389145 countsByYear W32043891452023 @default.
• W3204389145 crossrefType "journal-article" @default.
• W3204389145 hasAuthorship W3204389145A5041661079 @default.
• W3204389145 hasBestOaLocation W32043891454 @default.
• W3204389145 hasConcept C105795698 @default.
• W3204389145 hasConcept C11413529 @default.
• W3204389145 hasConcept C119857082 @default.
• W3204389145 hasConcept C121332964 @default.
• W3204389145 hasConcept C121864883 @default.
• W3204389145 hasConcept C154945302 @default.
• W3204389145 hasConcept C166957645 @default.
• W3204389145 hasConcept C168110828 @default.
• W3204389145 hasConcept C169258074 @default.
• W3204389145 hasConcept C172790937 @default.
• W3204389145 hasConcept C2524010 @default.
• W3204389145 hasConcept C26405456 @default.
• W3204389145 hasConcept C2781419962 @default.
• W3204389145 hasConcept C33923547 @default.
• W3204389145 hasConcept C41008148 @default.
• W3204389145 hasConcept C42061751 @default.
• W3204389145 hasConcept C44870925 @default.
• W3204389145 hasConcept C4839761 @default.
• W3204389145 hasConcept C50644808 @default.
• W3204389145 hasConcept C57691317 @default.
• W3204389145 hasConcept C62520636 @default.
• W3204389145 hasConcept C79581498 @default.
• W3204389145 hasConcept C81363708 @default.
• W3204389145 hasConcept C95457728 @default.
• W3204389145 hasConceptScore W3204389145C105795698 @default.
• W3204389145 hasConceptScore W3204389145C11413529 @default.
• W3204389145 hasConceptScore W3204389145C119857082 @default.
• W3204389145 hasConceptScore W3204389145C121332964 @default.
• W3204389145 hasConceptScore W3204389145C121864883 @default.
• W3204389145 hasConceptScore W3204389145C154945302 @default.
• W3204389145 hasConceptScore W3204389145C166957645 @default.
• W3204389145 hasConceptScore W3204389145C168110828 @default.
• W3204389145 hasConceptScore W3204389145C169258074 @default.
• W3204389145 hasConceptScore W3204389145C172790937 @default.
• W3204389145 hasConceptScore W3204389145C2524010 @default.
• W3204389145 hasConceptScore W3204389145C26405456 @default.
• W3204389145 hasConceptScore W3204389145C2781419962 @default.
• W3204389145 hasConceptScore W3204389145C33923547 @default.
• W3204389145 hasConceptScore W3204389145C41008148 @default.
• W3204389145 hasConceptScore W3204389145C42061751 @default.
• W3204389145 hasConceptScore W3204389145C44870925 @default.
• W3204389145 hasConceptScore W3204389145C4839761 @default.
• W3204389145 hasConceptScore W3204389145C50644808 @default.
• W3204389145 hasConceptScore W3204389145C57691317 @default.
• W3204389145 hasConceptScore W3204389145C62520636 @default.
• W3204389145 hasConceptScore W3204389145C79581498 @default.
• W3204389145 hasConceptScore W3204389145C81363708 @default.
• W3204389145 hasConceptScore W3204389145C95457728 @default.
• W3204389145 hasIssue "09" @default.
• W3204389145 hasLocation W32043891451 @default.
• W3204389145 hasLocation W32043891452 @default.
• W3204389145 hasLocation W32043891453 @default.
• W3204389145 hasLocation W32043891454 @default.
• W3204389145 hasLocation W32043891455 @default.
• W3204389145 hasOpenAccess W3204389145 @default.
• W3204389145 hasPrimaryLocation W32043891451 @default.

• next