FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2611953965> ?p ?o ?g. }

• W2611953965 endingPage "045010" @default.
• W2611953965 startingPage "045010" @default.
• W2611953965 abstract "Microstructurally small cracks exhibit large variability in their fatigue crack growth rate. It is accepted that the inherent variability in microstructural features is related to the uncertainty in the growth rate. However, due to (i) the lack of cycle-by-cycle experimental data, (ii) the complexity of the short crack growth phenomenon, and (iii) the incomplete physics of constitutive relationships, only empirical damage metrics have been postulated to describe the short crack driving force metric (SCDFM) at the mesoscale level. The identification of the SCDFM of polycrystalline engineering alloys is a critical need, in order to achieve more reliable fatigue life prediction and improve material design. In this work, the first steps in the development of a general probabilistic framework are presented, which uses experimental result as an input, retrieves missing experimental data through crystal plasticity (CP) simulations, and extracts correlations utilizing machine learning and Bayesian networks (BNs). More precisely, experimental results representing cycle-by-cycle data of a short crack growing through a beta-metastable titanium alloy, VST-55531, have been acquired via phase and diffraction contrast tomography. These results serve as an input for FFT-based CP simulations, which provide the micromechanical fields influenced by the presence of the crack, complementing the information available from the experiment. In order to assess the correlation between postulated SCDFM and experimental observations, the data is mined and analyzed utilizing BNs. Results show the ability of the framework to autonomously capture relevant correlations and the equivalence in the prediction capability of different postulated SCDFMs for the high cycle fatigue regime." @default.
• W2611953965 created "2017-05-12" @default.
• W2611953965 creator A5032197761 @default.
• W2611953965 creator A5040519029 @default.
• W2611953965 creator A5042667634 @default.
• W2611953965 creator A5078855596 @default.
• W2611953965 creator A5082636926 @default.
• W2611953965 creator A5086706204 @default.
• W2611953965 date "2017-05-04" @default.
• W2611953965 modified "2023-09-22" @default.
• W2611953965 title "Assessing reliability of fatigue indicator parameters for small crack growth via a probabilistic framework" @default.
• W2611953965 cites W1643975742 @default.
• W2611953965 cites W1965555277 @default.
• W2611953965 cites W1967764631 @default.
• W2611953965 cites W1972104220 @default.
• W2611953965 cites W1973569609 @default.
• W2611953965 cites W1979293294 @default.
• W2611953965 cites W1982708027 @default.
• W2611953965 cites W1983821092 @default.
• W2611953965 cites W1987587697 @default.
• W2611953965 cites W1992138672 @default.
• W2611953965 cites W1998289442 @default.
• W2611953965 cites W2016776591 @default.
• W2611953965 cites W2016813614 @default.
• W2611953965 cites W2018440398 @default.
• W2611953965 cites W2030652329 @default.
• W2611953965 cites W2032728044 @default.
• W2611953965 cites W2034350782 @default.
• W2611953965 cites W2036887984 @default.
• W2611953965 cites W2040099098 @default.
• W2611953965 cites W2041373709 @default.
• W2611953965 cites W2045721763 @default.
• W2611953965 cites W2047429944 @default.
• W2611953965 cites W2050626190 @default.
• W2611953965 cites W2060339150 @default.
• W2611953965 cites W2062613656 @default.
• W2611953965 cites W2065452217 @default.
• W2611953965 cites W2079149259 @default.
• W2611953965 cites W2079684550 @default.
• W2611953965 cites W2080410522 @default.
• W2611953965 cites W2083639240 @default.
• W2611953965 cites W2084748587 @default.
• W2611953965 cites W2102323087 @default.
• W2611953965 cites W2128089522 @default.
• W2611953965 cites W2129178444 @default.
• W2611953965 cites W2149690391 @default.
• W2611953965 cites W2152014464 @default.
• W2611953965 cites W2153483479 @default.
• W2611953965 cites W2170689963 @default.
• W2611953965 cites W2297864306 @default.
• W2611953965 cites W2313049648 @default.
• W2611953965 cites W2341056144 @default.
• W2611953965 cites W2495652129 @default.
• W2611953965 cites W4233102218 @default.
• W2611953965 cites W4249280283 @default.
• W2611953965 cites W4298280660 @default.
• W2611953965 cites W614151687 @default.
• W2611953965 doi "https://doi.org/10.1088/1361-651x/aa6c45" @default.
• W2611953965 hasPublicationYear "2017" @default.
• W2611953965 type Work @default.
• W2611953965 sameAs 2611953965 @default.
• W2611953965 citedByCount "39" @default.
• W2611953965 countsByYear W26119539652018 @default.
• W2611953965 countsByYear W26119539652019 @default.
• W2611953965 countsByYear W26119539652020 @default.
• W2611953965 countsByYear W26119539652021 @default.
• W2611953965 countsByYear W26119539652022 @default.
• W2611953965 countsByYear W26119539652023 @default.
• W2611953965 crossrefType "journal-article" @default.
• W2611953965 hasAuthorship W2611953965A5032197761 @default.
• W2611953965 hasAuthorship W2611953965A5040519029 @default.
• W2611953965 hasAuthorship W2611953965A5042667634 @default.
• W2611953965 hasAuthorship W2611953965A5078855596 @default.
• W2611953965 hasAuthorship W2611953965A5082636926 @default.
• W2611953965 hasAuthorship W2611953965A5086706204 @default.
• W2611953965 hasBestOaLocation W26119539652 @default.
• W2611953965 hasConcept C121332964 @default.
• W2611953965 hasConcept C127413603 @default.
• W2611953965 hasConcept C154945302 @default.
• W2611953965 hasConcept C163258240 @default.
• W2611953965 hasConcept C200601418 @default.
• W2611953965 hasConcept C41008148 @default.
• W2611953965 hasConcept C43214815 @default.
• W2611953965 hasConcept C49937458 @default.
• W2611953965 hasConcept C59085676 @default.
• W2611953965 hasConcept C62520636 @default.
• W2611953965 hasConcept C66938386 @default.
• W2611953965 hasConcept C69809600 @default.
• W2611953965 hasConcept C75512024 @default.
• W2611953965 hasConceptScore W2611953965C121332964 @default.
• W2611953965 hasConceptScore W2611953965C127413603 @default.
• W2611953965 hasConceptScore W2611953965C154945302 @default.
• W2611953965 hasConceptScore W2611953965C163258240 @default.
• W2611953965 hasConceptScore W2611953965C200601418 @default.
• W2611953965 hasConceptScore W2611953965C41008148 @default.
• W2611953965 hasConceptScore W2611953965C43214815 @default.
• W2611953965 hasConceptScore W2611953965C49937458 @default.
• W2611953965 hasConceptScore W2611953965C59085676 @default.

• next