FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2883598622> ?p ?o ?g. }

• W2883598622 abstract "Integrated Computational Materials Engineering (ICME) calls for the integration of computational tools into the materials and parts development cycle, while the Materials Genome Initiative (MGI) calls for the acceleration of the materials development cycle through the combination of experiments, simulation, and data. As they stand, both ICME and MGI do not prescribe how to achieve the necessary tool integration or how to efficiently exploit the computational tools, in combination with experiments, to accelerate the development of new materials and materials systems. This paper addresses the first issue by putting forward a framework for the fusion of information that exploits correlations among sources/models and between the sources and “ground truth.” The second issue is addressed through a multi-information source optimization framework that identifies, given current knowledge, the next best information source to query and where in the input space to query it via a novel value-gradient policy. The querying decision takes into account the ability to learn correlations between information sources, the resource cost of querying an information source, and what a query is expected to provide in terms of improvement over the current state. The framework is demonstrated on the optimization of a dual-phase steel to maximize its strength-normalized strain hardening rate. The ground truth is represented by a microstructure-based finite element model while three low fidelity information sources—i.e., reduced order models—based on different homogenization assumptions—isostrain, isostress, and isowork—are used to efficiently and optimally query the materials design space." @default.
• W2883598622 created "2018-08-03" @default.
• W2883598622 creator A5003088265 @default.
• W2883598622 creator A5015668401 @default.
• W2883598622 creator A5024329028 @default.
• W2883598622 creator A5055147706 @default.
• W2883598622 creator A5083978209 @default.
• W2883598622 date "2018-09-07" @default.
• W2883598622 modified "2023-10-18" @default.
• W2883598622 title "Multi-Information Source Fusion and Optimization to Realize ICME: Application to Dual-Phase Materials" @default.
• W2883598622 cites W1510052597 @default.
• W2883598622 cites W1588959569 @default.
• W2883598622 cites W1969040463 @default.
• W2883598622 cites W1972209418 @default.
• W2883598622 cites W1978600984 @default.
• W2883598622 cites W1981226850 @default.
• W2883598622 cites W1986816608 @default.
• W2883598622 cites W1989292230 @default.
• W2883598622 cites W1991261462 @default.
• W2883598622 cites W1991413021 @default.
• W2883598622 cites W1997891857 @default.
• W2883598622 cites W2002397801 @default.
• W2883598622 cites W2004808074 @default.
• W2883598622 cites W2006646413 @default.
• W2883598622 cites W2008003451 @default.
• W2883598622 cites W2011985563 @default.
• W2883598622 cites W2020582151 @default.
• W2883598622 cites W2039309494 @default.
• W2883598622 cites W2046598747 @default.
• W2883598622 cites W2046996286 @default.
• W2883598622 cites W2053011449 @default.
• W2883598622 cites W2067143954 @default.
• W2883598622 cites W2072302356 @default.
• W2883598622 cites W2074497204 @default.
• W2883598622 cites W2078236179 @default.
• W2883598622 cites W2089425220 @default.
• W2883598622 cites W2094054248 @default.
• W2883598622 cites W2111051773 @default.
• W2883598622 cites W2111124526 @default.
• W2883598622 cites W2112985838 @default.
• W2883598622 cites W2117929919 @default.
• W2883598622 cites W2123306226 @default.
• W2883598622 cites W2129197268 @default.
• W2883598622 cites W2131149231 @default.
• W2883598622 cites W2147699377 @default.
• W2883598622 cites W2147836594 @default.
• W2883598622 cites W2148234182 @default.
• W2883598622 cites W2155927283 @default.
• W2883598622 cites W2177679675 @default.
• W2883598622 cites W2287708537 @default.
• W2883598622 cites W2316980042 @default.
• W2883598622 cites W2318369167 @default.
• W2883598622 cites W2319928659 @default.
• W2883598622 cites W2326508599 @default.
• W2883598622 cites W2338402873 @default.
• W2883598622 cites W2437591545 @default.
• W2883598622 cites W2508934152 @default.
• W2883598622 cites W2547928840 @default.
• W2883598622 cites W2568673563 @default.
• W2883598622 cites W2589066477 @default.
• W2883598622 cites W2597626167 @default.
• W2883598622 cites W2599810842 @default.
• W2883598622 cites W2600236415 @default.
• W2883598622 cites W2610125896 @default.
• W2883598622 cites W2737765466 @default.
• W2883598622 cites W3032416800 @default.
• W2883598622 cites W4250518393 @default.
• W2883598622 cites W99789262 @default.
• W2883598622 doi "https://doi.org/10.1115/1.4041034" @default.
• W2883598622 hasPublicationYear "2018" @default.
• W2883598622 type Work @default.
• W2883598622 sameAs 2883598622 @default.
• W2883598622 citedByCount "31" @default.
• W2883598622 countsByYear W28835986222018 @default.
• W2883598622 countsByYear W28835986222019 @default.
• W2883598622 countsByYear W28835986222020 @default.
• W2883598622 countsByYear W28835986222021 @default.
• W2883598622 countsByYear W28835986222022 @default.
• W2883598622 countsByYear W28835986222023 @default.
• W2883598622 crossrefType "journal-article" @default.
• W2883598622 hasAuthorship W2883598622A5003088265 @default.
• W2883598622 hasAuthorship W2883598622A5015668401 @default.
• W2883598622 hasAuthorship W2883598622A5024329028 @default.
• W2883598622 hasAuthorship W2883598622A5055147706 @default.
• W2883598622 hasAuthorship W2883598622A5083978209 @default.
• W2883598622 hasBestOaLocation W28835986221 @default.
• W2883598622 hasConcept C124101348 @default.
• W2883598622 hasConcept C127413603 @default.
• W2883598622 hasConcept C130217890 @default.
• W2883598622 hasConcept C13736549 @default.
• W2883598622 hasConcept C165696696 @default.
• W2883598622 hasConcept C18903297 @default.
• W2883598622 hasConcept C2778722038 @default.
• W2883598622 hasConcept C33326189 @default.
• W2883598622 hasConcept C38652104 @default.
• W2883598622 hasConcept C41008148 @default.
• W2883598622 hasConcept C86803240 @default.
• W2883598622 hasConceptScore W2883598622C124101348 @default.
• W2883598622 hasConceptScore W2883598622C127413603 @default.
• W2883598622 hasConceptScore W2883598622C130217890 @default.

• next