FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2964270072> ?p ?o ?g. }

• W2964270072 abstract "This paper presents an advancement to an approach for model-independent surrogate-based optimization with adaptive batch sampling, known as Adaptive Model Refinement (AMR). While the original AMR method provides unique decisions with regards to when to sample and how many samples to add (to preserve the credibility of the optimization search process), it did not provide specific direction towards where to sample in the design variable space. This paper thus introduces the capability to identify optimum location to add new samples. The location of the infill points is decided by integrating a Gaussian Process-based criteria (q-EI), adopted from Bayesian optimization. The consideration of a penalization term to mitigate interaction among samples (in a batch) is crucial to effective integration of the q-EI criteria into AMR. The new AMR method, called AMR with Penalized Batch Bayesian Sampling (AMR-PBS) is tested on benchmark functions, demonstrating better performance compared to Bayesian EGO. In addition, it is successfully applied to design surface riblets for bio-inspired passive flow control (where high-fidelity samples are given by costly RANS CFD simulations), leading to a 10% drag reduction over the corresponding baseline (i.e., riblet-free aerodynamic surface)." @default.
• W2964270072 created "2019-07-30" @default.
• W2964270072 creator A5059043078 @default.
• W2964270072 creator A5074202796 @default.
• W2964270072 creator A5078957623 @default.
• W2964270072 date "2019-06-15" @default.
• W2964270072 modified "2023-10-16" @default.
• W2964270072 title "Adaptive Model Refinement with Batch Bayesian Sampling for Optimization of Bio-inspired Flow Tailoring" @default.
• W2964270072 cites W135104305 @default.
• W2964270072 cites W1510052597 @default.
• W2964270072 cites W1967795091 @default.
• W2964270072 cites W1974097079 @default.
• W2964270072 cites W1980435942 @default.
• W2964270072 cites W1985412770 @default.
• W2964270072 cites W1988696933 @default.
• W2964270072 cites W1989062954 @default.
• W2964270072 cites W1991142852 @default.
• W2964270072 cites W2008533091 @default.
• W2964270072 cites W2011174137 @default.
• W2964270072 cites W2037861009 @default.
• W2964270072 cites W2040146655 @default.
• W2964270072 cites W2058827835 @default.
• W2964270072 cites W2070098157 @default.
• W2964270072 cites W2082992023 @default.
• W2964270072 cites W2090766112 @default.
• W2964270072 cites W2093229042 @default.
• W2964270072 cites W2095769364 @default.
• W2964270072 cites W2098629435 @default.
• W2964270072 cites W2151635674 @default.
• W2964270072 cites W2152195021 @default.
• W2964270072 cites W2154867083 @default.
• W2964270072 cites W2165436720 @default.
• W2964270072 cites W2276624252 @default.
• W2964270072 cites W2329964736 @default.
• W2964270072 cites W237959039 @default.
• W2964270072 cites W2478899349 @default.
• W2964270072 cites W2766272557 @default.
• W2964270072 cites W2810224950 @default.
• W2964270072 cites W4236993164 @default.
• W2964270072 cites W4243645092 @default.
• W2964270072 cites W4251650715 @default.
• W2964270072 cites W61667912 @default.
• W2964270072 cites W889963820 @default.
• W2964270072 doi "https://doi.org/10.2514/6.2019-2983" @default.
• W2964270072 hasPublicationYear "2019" @default.
• W2964270072 type Work @default.
• W2964270072 sameAs 2964270072 @default.
• W2964270072 citedByCount "3" @default.
• W2964270072 countsByYear W29642700722019 @default.
• W2964270072 countsByYear W29642700722020 @default.
• W2964270072 countsByYear W29642700722022 @default.
• W2964270072 crossrefType "proceedings-article" @default.
• W2964270072 hasAuthorship W2964270072A5059043078 @default.
• W2964270072 hasAuthorship W2964270072A5074202796 @default.
• W2964270072 hasAuthorship W2964270072A5078957623 @default.
• W2964270072 hasBestOaLocation W29642700722 @default.
• W2964270072 hasConcept C105795698 @default.
• W2964270072 hasConcept C106131492 @default.
• W2964270072 hasConcept C107673813 @default.
• W2964270072 hasConcept C119857082 @default.
• W2964270072 hasConcept C121332964 @default.
• W2964270072 hasConcept C126255220 @default.
• W2964270072 hasConcept C131675550 @default.
• W2964270072 hasConcept C13280743 @default.
• W2964270072 hasConcept C140779682 @default.
• W2964270072 hasConcept C154945302 @default.
• W2964270072 hasConcept C163716315 @default.
• W2964270072 hasConcept C185798385 @default.
• W2964270072 hasConcept C19499675 @default.
• W2964270072 hasConcept C205649164 @default.
• W2964270072 hasConcept C2778049539 @default.
• W2964270072 hasConcept C2781395549 @default.
• W2964270072 hasConcept C31972630 @default.
• W2964270072 hasConcept C33923547 @default.
• W2964270072 hasConcept C41008148 @default.
• W2964270072 hasConcept C61326573 @default.
• W2964270072 hasConcept C62520636 @default.
• W2964270072 hasConceptScore W2964270072C105795698 @default.
• W2964270072 hasConceptScore W2964270072C106131492 @default.
• W2964270072 hasConceptScore W2964270072C107673813 @default.
• W2964270072 hasConceptScore W2964270072C119857082 @default.
• W2964270072 hasConceptScore W2964270072C121332964 @default.
• W2964270072 hasConceptScore W2964270072C126255220 @default.
• W2964270072 hasConceptScore W2964270072C131675550 @default.
• W2964270072 hasConceptScore W2964270072C13280743 @default.
• W2964270072 hasConceptScore W2964270072C140779682 @default.
• W2964270072 hasConceptScore W2964270072C154945302 @default.
• W2964270072 hasConceptScore W2964270072C163716315 @default.
• W2964270072 hasConceptScore W2964270072C185798385 @default.
• W2964270072 hasConceptScore W2964270072C19499675 @default.
• W2964270072 hasConceptScore W2964270072C205649164 @default.
• W2964270072 hasConceptScore W2964270072C2778049539 @default.
• W2964270072 hasConceptScore W2964270072C2781395549 @default.
• W2964270072 hasConceptScore W2964270072C31972630 @default.
• W2964270072 hasConceptScore W2964270072C33923547 @default.
• W2964270072 hasConceptScore W2964270072C41008148 @default.
• W2964270072 hasConceptScore W2964270072C61326573 @default.
• W2964270072 hasConceptScore W2964270072C62520636 @default.
• W2964270072 hasLocation W29642700721 @default.
• W2964270072 hasLocation W29642700722 @default.

• next