FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2890519941> ?p ?o ?g. }

• W2890519941 endingPage "370" @default.
• W2890519941 startingPage "352" @default.
• W2890519941 abstract "We propose a learning-based paradigm (LEAPS2) to recommend the best surrogate/ with minimal computational effort using the input-output data of a complex physico-numerical system. Emulating the knowledge pyramid, LEAPS2 uses several attributes to extract system information from the data, correlates them with surrogate performances, stores this attribute-surrogate knowledge in a regression tree ensemble, and uses the ensemble to recommend surrogates for unknown systems. We implement LEAPS2 using data from 66 diverse analytical functions, 18 attributes, and 25 surrogates. By progressively adding data, we demonstrate that LEAPS2 learns to improve computational efficiency and functional accuracy. Besides, the architecture of LEAPS2 enables its evolution via more attributes and surrogates. We employ LEAPS2 to recommend surrogates for estimating the bubble and dew point temperatures of LNG. Interestingly, our assistive tool suggests a different surrogate for each temperature, and hints that DPT may be harder to approximate than BPT." @default.
• W2890519941 created "2018-09-27" @default.
• W2890519941 creator A5005830134 @default.
• W2890519941 creator A5049997031 @default.
• W2890519941 creator A5062571604 @default.
• W2890519941 date "2018-11-01" @default.
• W2890519941 modified "2023-09-26" @default.
• W2890519941 title "LEAPS2: Learning based Evolutionary Assistive Paradigm for Surrogate Selection" @default.
• W2890519941 cites W1495775210 @default.
• W2890519941 cites W1506962395 @default.
• W2890519941 cites W1545302199 @default.
• W2890519941 cites W1580918953 @default.
• W2890519941 cites W1596717185 @default.
• W2890519941 cites W1963886895 @default.
• W2890519941 cites W1967109380 @default.
• W2890519941 cites W1967989271 @default.
• W2890519941 cites W1974825269 @default.
• W2890519941 cites W2024697317 @default.
• W2890519941 cites W2048711666 @default.
• W2890519941 cites W2074717871 @default.
• W2890519941 cites W2074865902 @default.
• W2890519941 cites W2083253722 @default.
• W2890519941 cites W2088990166 @default.
• W2890519941 cites W2089213632 @default.
• W2890519941 cites W2095769364 @default.
• W2890519941 cites W2102201073 @default.
• W2890519941 cites W2105782540 @default.
• W2890519941 cites W2107570767 @default.
• W2890519941 cites W2124290836 @default.
• W2890519941 cites W2124700334 @default.
• W2890519941 cites W2127400268 @default.
• W2890519941 cites W2137577617 @default.
• W2890519941 cites W2141057577 @default.
• W2890519941 cites W2145475762 @default.
• W2890519941 cites W2145680191 @default.
• W2890519941 cites W2171993497 @default.
• W2890519941 cites W2190890968 @default.
• W2890519941 cites W2437952351 @default.
• W2890519941 cites W2478307678 @default.
• W2890519941 cites W2519684247 @default.
• W2890519941 cites W2575277697 @default.
• W2890519941 cites W2617008217 @default.
• W2890519941 cites W2619511720 @default.
• W2890519941 cites W2756659234 @default.
• W2890519941 cites W2771169143 @default.
• W2890519941 cites W2784221598 @default.
• W2890519941 cites W2911964244 @default.
• W2890519941 cites W3122455945 @default.
• W2890519941 cites W4294541781 @default.
• W2890519941 doi "https://doi.org/10.1016/j.compchemeng.2018.09.008" @default.
• W2890519941 hasPublicationYear "2018" @default.
• W2890519941 type Work @default.
• W2890519941 sameAs 2890519941 @default.
• W2890519941 citedByCount "27" @default.
• W2890519941 countsByYear W28905199412019 @default.
• W2890519941 countsByYear W28905199412020 @default.
• W2890519941 countsByYear W28905199412021 @default.
• W2890519941 countsByYear W28905199412022 @default.
• W2890519941 countsByYear W28905199412023 @default.
• W2890519941 crossrefType "journal-article" @default.
• W2890519941 hasAuthorship W2890519941A5005830134 @default.
• W2890519941 hasAuthorship W2890519941A5049997031 @default.
• W2890519941 hasAuthorship W2890519941A5062571604 @default.
• W2890519941 hasConcept C113174947 @default.
• W2890519941 hasConcept C119857082 @default.
• W2890519941 hasConcept C121332964 @default.
• W2890519941 hasConcept C124101348 @default.
• W2890519941 hasConcept C131675550 @default.
• W2890519941 hasConcept C134306372 @default.
• W2890519941 hasConcept C142806159 @default.
• W2890519941 hasConcept C154945302 @default.
• W2890519941 hasConcept C158622935 @default.
• W2890519941 hasConcept C33923547 @default.
• W2890519941 hasConcept C41008148 @default.
• W2890519941 hasConcept C62520636 @default.
• W2890519941 hasConcept C81917197 @default.
• W2890519941 hasConceptScore W2890519941C113174947 @default.
• W2890519941 hasConceptScore W2890519941C119857082 @default.
• W2890519941 hasConceptScore W2890519941C121332964 @default.
• W2890519941 hasConceptScore W2890519941C124101348 @default.
• W2890519941 hasConceptScore W2890519941C131675550 @default.
• W2890519941 hasConceptScore W2890519941C134306372 @default.
• W2890519941 hasConceptScore W2890519941C142806159 @default.
• W2890519941 hasConceptScore W2890519941C154945302 @default.
• W2890519941 hasConceptScore W2890519941C158622935 @default.
• W2890519941 hasConceptScore W2890519941C33923547 @default.
• W2890519941 hasConceptScore W2890519941C41008148 @default.
• W2890519941 hasConceptScore W2890519941C62520636 @default.
• W2890519941 hasConceptScore W2890519941C81917197 @default.
• W2890519941 hasFunder F4320320709 @default.
• W2890519941 hasLocation W28905199411 @default.
• W2890519941 hasOpenAccess W2890519941 @default.
• W2890519941 hasPrimaryLocation W28905199411 @default.
• W2890519941 hasRelatedWork W2961085424 @default.
• W2890519941 hasRelatedWork W3046775127 @default.
• W2890519941 hasRelatedWork W3170094116 @default.
• W2890519941 hasRelatedWork W4205958290 @default.
• W2890519941 hasRelatedWork W4285260836 @default.

• next