FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3177103687> ?p ?o ?g. }

• W3177103687 abstract "Mathematical models implemented on a computer have become the driving force behind the acceleration of the cycle of scientific processes. This is because computer models are typically much faster and economical to run than physical experiments. In this work, we develop an empirical Bayes approach to predictions of physical quantities using a computer model, where we assume that the computer model under consideration needs to be calibrated and is computationally expensive. We propose a Gaussian process emulator and a Gaussian process model for the systematic discrepancy between the computer model and the underlying physical process. This allows for closed-form and easy-to-compute predictions given by a conditional distribution induced by the Gaussian processes. We provide a rigorous theoretical justification of the proposed approach by establishing posterior consistency of the estimated physical process. The computational efficiency of the methods is demonstrated in an extensive simulation study and a real data example. The newly established approach makes enhanced use of computer models both from practical and theoretical standpoints." @default.
• W3177103687 created "2021-07-05" @default.
• W3177103687 creator A5001978315 @default.
• W3177103687 creator A5026170552 @default.
• W3177103687 creator A5060359340 @default.
• W3177103687 creator A5088272955 @default.
• W3177103687 date "2021-06-22" @default.
• W3177103687 modified "2023-09-25" @default.
• W3177103687 title "A fast and calibrated computer model emulator: an empirical Bayes approach" @default.
• W3177103687 cites W1573629697 @default.
• W3177103687 cites W1973333099 @default.
• W3177103687 cites W1989520638 @default.
• W3177103687 cites W1989981036 @default.
• W3177103687 cites W1996387266 @default.
• W3177103687 cites W2005724945 @default.
• W3177103687 cites W2006086669 @default.
• W3177103687 cites W2006671722 @default.
• W3177103687 cites W2016108676 @default.
• W3177103687 cites W2025909913 @default.
• W3177103687 cites W2027319489 @default.
• W3177103687 cites W2042828066 @default.
• W3177103687 cites W2046273913 @default.
• W3177103687 cites W2052592567 @default.
• W3177103687 cites W2056145269 @default.
• W3177103687 cites W2072534723 @default.
• W3177103687 cites W2078454401 @default.
• W3177103687 cites W2081386230 @default.
• W3177103687 cites W2093529617 @default.
• W3177103687 cites W2108816982 @default.
• W3177103687 cites W2111306697 @default.
• W3177103687 cites W2125899764 @default.
• W3177103687 cites W2126417278 @default.
• W3177103687 cites W2133855861 @default.
• W3177103687 cites W2148936717 @default.
• W3177103687 cites W2150552497 @default.
• W3177103687 cites W2152937653 @default.
• W3177103687 cites W2302596551 @default.
• W3177103687 cites W2497151737 @default.
• W3177103687 cites W2510654329 @default.
• W3177103687 cites W2554490345 @default.
• W3177103687 cites W2600727226 @default.
• W3177103687 cites W2765525760 @default.
• W3177103687 cites W2798972612 @default.
• W3177103687 cites W2806629281 @default.
• W3177103687 cites W2911716923 @default.
• W3177103687 cites W2912554431 @default.
• W3177103687 cites W2924835211 @default.
• W3177103687 cites W2944091050 @default.
• W3177103687 cites W2962958357 @default.
• W3177103687 cites W2963045461 @default.
• W3177103687 cites W2963578504 @default.
• W3177103687 cites W2963890640 @default.
• W3177103687 cites W2964037800 @default.
• W3177103687 cites W2998235927 @default.
• W3177103687 cites W2998313242 @default.
• W3177103687 cites W3006087420 @default.
• W3177103687 cites W3015416707 @default.
• W3177103687 cites W3015634775 @default.
• W3177103687 cites W3093963562 @default.
• W3177103687 cites W3098799846 @default.
• W3177103687 cites W3104263461 @default.
• W3177103687 cites W4211049957 @default.
• W3177103687 cites W4233293303 @default.
• W3177103687 cites W4248681815 @default.
• W3177103687 cites W4249232898 @default.
• W3177103687 cites W4298876635 @default.
• W3177103687 doi "https://doi.org/10.1007/s11222-021-10024-8" @default.
• W3177103687 hasPublicationYear "2021" @default.
• W3177103687 type Work @default.
• W3177103687 sameAs 3177103687 @default.
• W3177103687 citedByCount "1" @default.
• W3177103687 countsByYear W31771036872022 @default.
• W3177103687 crossrefType "journal-article" @default.
• W3177103687 hasAuthorship W3177103687A5001978315 @default.
• W3177103687 hasAuthorship W3177103687A5026170552 @default.
• W3177103687 hasAuthorship W3177103687A5060359340 @default.
• W3177103687 hasAuthorship W3177103687A5088272955 @default.
• W3177103687 hasBestOaLocation W31771036872 @default.
• W3177103687 hasConcept C107673813 @default.
• W3177103687 hasConcept C111919701 @default.
• W3177103687 hasConcept C11413529 @default.
• W3177103687 hasConcept C121332964 @default.
• W3177103687 hasConcept C154945302 @default.
• W3177103687 hasConcept C163716315 @default.
• W3177103687 hasConcept C207201462 @default.
• W3177103687 hasConcept C2776436953 @default.
• W3177103687 hasConcept C41008148 @default.
• W3177103687 hasConcept C44154836 @default.
• W3177103687 hasConcept C61326573 @default.
• W3177103687 hasConcept C62520636 @default.
• W3177103687 hasConcept C87466663 @default.
• W3177103687 hasConcept C98045186 @default.
• W3177103687 hasConceptScore W3177103687C107673813 @default.
• W3177103687 hasConceptScore W3177103687C111919701 @default.
• W3177103687 hasConceptScore W3177103687C11413529 @default.
• W3177103687 hasConceptScore W3177103687C121332964 @default.
• W3177103687 hasConceptScore W3177103687C154945302 @default.
• W3177103687 hasConceptScore W3177103687C163716315 @default.
• W3177103687 hasConceptScore W3177103687C207201462 @default.
• W3177103687 hasConceptScore W3177103687C2776436953 @default.

• next