FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2940785626> ?p ?o ?g. }

• W2940785626 abstract "Effective field theories (EFTs) organize the description of complex systems into an infinite sequence of decreasing importance. Predictions are made with a finite number of terms, which induces a truncation error that is often left unquantified. We formalize the notion of EFT convergence and propose a Bayesian truncation error model for predictions that are correlated across the independent variables, e.g., energy or scattering angle. Central to our approach are Gaussian processes that encode both the naturalness and correlation structure of EFT coefficients. Our use of Gaussian processes permits efficient and accurate assessment of credible intervals, allows EFT fits to easily include correlated theory errors, and provides analytic posteriors for physical EFT-related quantities such as the expansion parameter. We demonstrate that model-checking diagnostics---applied to the case of multiple curves---are powerful tools for EFT validation. As an example, we assess a set of nucleon-nucleon scattering observables in chiral EFT. In an effort to be self contained, appendices include thorough derivations of our statistical results. Our methods are packaged in Python code, called gsum, that is available for download on GitHub." @default.
• W2940785626 created "2019-05-03" @default.
• W2940785626 creator A5011330848 @default.
• W2940785626 creator A5017663051 @default.
• W2940785626 creator A5018276136 @default.
• W2940785626 creator A5033128171 @default.
• W2940785626 creator A5063786122 @default.
• W2940785626 date "2019-10-10" @default.
• W2940785626 modified "2023-10-15" @default.
• W2940785626 title "Quantifying correlated truncation errors in effective field theory" @default.
• W2940785626 cites W1567512734 @default.
• W2940785626 cites W1953196287 @default.
• W2940785626 cites W1965761461 @default.
• W2940785626 cites W1974700817 @default.
• W2940785626 cites W1991788899 @default.
• W2940785626 cites W1994136998 @default.
• W2940785626 cites W1995969332 @default.
• W2940785626 cites W2018044188 @default.
• W2940785626 cites W2040371781 @default.
• W2940785626 cites W2124003155 @default.
• W2940785626 cites W2143022286 @default.
• W2940785626 cites W2161393095 @default.
• W2940785626 cites W2179921987 @default.
• W2940785626 cites W2217402295 @default.
• W2940785626 cites W2608703652 @default.
• W2940785626 cites W2744267405 @default.
• W2940785626 cites W3097981410 @default.
• W2940785626 cites W3098356286 @default.
• W2940785626 cites W3101793028 @default.
• W2940785626 cites W3103448631 @default.
• W2940785626 cites W3103659677 @default.
• W2940785626 cites W4237236652 @default.
• W2940785626 cites W4248681815 @default.
• W2940785626 cites W55912154 @default.
• W2940785626 cites W610011498 @default.
• W2940785626 doi "https://doi.org/10.1103/physrevc.100.044001" @default.
• W2940785626 hasPublicationYear "2019" @default.
• W2940785626 type Work @default.
• W2940785626 sameAs 2940785626 @default.
• W2940785626 citedByCount "84" @default.
• W2940785626 countsByYear W29407856262019 @default.
• W2940785626 countsByYear W29407856262020 @default.
• W2940785626 countsByYear W29407856262021 @default.
• W2940785626 countsByYear W29407856262022 @default.
• W2940785626 countsByYear W29407856262023 @default.
• W2940785626 crossrefType "journal-article" @default.
• W2940785626 hasAuthorship W2940785626A5011330848 @default.
• W2940785626 hasAuthorship W2940785626A5017663051 @default.
• W2940785626 hasAuthorship W2940785626A5018276136 @default.
• W2940785626 hasAuthorship W2940785626A5033128171 @default.
• W2940785626 hasAuthorship W2940785626A5063786122 @default.
• W2940785626 hasBestOaLocation W29407856262 @default.
• W2940785626 hasConcept C104942944 @default.
• W2940785626 hasConcept C106195933 @default.
• W2940785626 hasConcept C107673813 @default.
• W2940785626 hasConcept C109214941 @default.
• W2940785626 hasConcept C11413529 @default.
• W2940785626 hasConcept C119857082 @default.
• W2940785626 hasConcept C121332964 @default.
• W2940785626 hasConcept C121864883 @default.
• W2940785626 hasConcept C134537474 @default.
• W2940785626 hasConcept C154945302 @default.
• W2940785626 hasConcept C163387558 @default.
• W2940785626 hasConcept C163716315 @default.
• W2940785626 hasConcept C28826006 @default.
• W2940785626 hasConcept C32848918 @default.
• W2940785626 hasConcept C33923547 @default.
• W2940785626 hasConcept C41008148 @default.
• W2940785626 hasConcept C62520636 @default.
• W2940785626 hasConceptScore W2940785626C104942944 @default.
• W2940785626 hasConceptScore W2940785626C106195933 @default.
• W2940785626 hasConceptScore W2940785626C107673813 @default.
• W2940785626 hasConceptScore W2940785626C109214941 @default.
• W2940785626 hasConceptScore W2940785626C11413529 @default.
• W2940785626 hasConceptScore W2940785626C119857082 @default.
• W2940785626 hasConceptScore W2940785626C121332964 @default.
• W2940785626 hasConceptScore W2940785626C121864883 @default.
• W2940785626 hasConceptScore W2940785626C134537474 @default.
• W2940785626 hasConceptScore W2940785626C154945302 @default.
• W2940785626 hasConceptScore W2940785626C163387558 @default.
• W2940785626 hasConceptScore W2940785626C163716315 @default.
• W2940785626 hasConceptScore W2940785626C28826006 @default.
• W2940785626 hasConceptScore W2940785626C32848918 @default.
• W2940785626 hasConceptScore W2940785626C33923547 @default.
• W2940785626 hasConceptScore W2940785626C41008148 @default.
• W2940785626 hasConceptScore W2940785626C62520636 @default.
• W2940785626 hasFunder F4320306076 @default.
• W2940785626 hasFunder F4320306084 @default.
• W2940785626 hasIssue "4" @default.
• W2940785626 hasLocation W29407856261 @default.
• W2940785626 hasLocation W29407856262 @default.
• W2940785626 hasLocation W29407856263 @default.
• W2940785626 hasOpenAccess W2940785626 @default.
• W2940785626 hasPrimaryLocation W29407856261 @default.
• W2940785626 hasRelatedWork W184042603 @default.
• W2940785626 hasRelatedWork W1990789772 @default.
• W2940785626 hasRelatedWork W2028342439 @default.
• W2940785626 hasRelatedWork W2040666836 @default.
• W2940785626 hasRelatedWork W2112345577 @default.
• W2940785626 hasRelatedWork W2188762454 @default.

• next