FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3010059102> ?p ?o ?g. }

• W3010059102 endingPage "3237" @default.
• W3010059102 startingPage "3237" @default.
• W3010059102 abstract "The inverse scattering problem of non-spherical particle size estimation is solved using a series of supervised machine learning models trained on a library of light scattering data. By establishing a large library with spheres and spheroids as fundamental shapes and through optimization of model hyperparameters, the trained models are able to accurately estimate a precise equivalent volume sphere radius of particles from an external database and simulations, with root mean square errors of 2.6% and 1.9% for the external and simulated particles, respectively. It was found that classification via a <mml:math xmlns:mml=http://www.w3.org/1998/Math/MathML display=inline> <mml:mi>k</mml:mi> </mml:math> -nearest neighbor model and refinement via a trained ensemble regression model performed best for equivalent volume measurements." @default.
• W3010059102 created "2020-03-13" @default.
• W3010059102 creator A5003291199 @default.
• W3010059102 creator A5010277024 @default.
• W3010059102 creator A5036121027 @default.
• W3010059102 creator A5068792461 @default.
• W3010059102 date "2020-03-30" @default.
• W3010059102 modified "2023-10-17" @default.
• W3010059102 title "Non-spherical particle size estimation using supervised machine learning" @default.
• W3010059102 cites W1495602564 @default.
• W3010059102 cites W1966534730 @default.
• W3010059102 cites W1971493108 @default.
• W3010059102 cites W1975000580 @default.
• W3010059102 cites W1975783762 @default.
• W3010059102 cites W1986681453 @default.
• W3010059102 cites W1986965346 @default.
• W3010059102 cites W1993954324 @default.
• W3010059102 cites W1995816972 @default.
• W3010059102 cites W1996048316 @default.
• W3010059102 cites W2001041408 @default.
• W3010059102 cites W2011270334 @default.
• W3010059102 cites W2018213228 @default.
• W3010059102 cites W2025536383 @default.
• W3010059102 cites W2033557854 @default.
• W3010059102 cites W2038464023 @default.
• W3010059102 cites W2039684469 @default.
• W3010059102 cites W2044031107 @default.
• W3010059102 cites W2044436435 @default.
• W3010059102 cites W2063907334 @default.
• W3010059102 cites W2073448255 @default.
• W3010059102 cites W2094879888 @default.
• W3010059102 cites W2103800060 @default.
• W3010059102 cites W2106506569 @default.
• W3010059102 cites W2147708754 @default.
• W3010059102 cites W2154393710 @default.
• W3010059102 cites W2171929066 @default.
• W3010059102 cites W2487770199 @default.
• W3010059102 cites W2787894218 @default.
• W3010059102 cites W2790829749 @default.
• W3010059102 cites W2793927960 @default.
• W3010059102 cites W2887517611 @default.
• W3010059102 cites W4253463170 @default.
• W3010059102 doi "https://doi.org/10.1364/ao.385750" @default.
• W3010059102 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/32400608" @default.
• W3010059102 hasPublicationYear "2020" @default.
• W3010059102 type Work @default.
• W3010059102 sameAs 3010059102 @default.
• W3010059102 citedByCount "3" @default.
• W3010059102 countsByYear W30100591022022 @default.
• W3010059102 crossrefType "journal-article" @default.
• W3010059102 hasAuthorship W3010059102A5003291199 @default.
• W3010059102 hasAuthorship W3010059102A5010277024 @default.
• W3010059102 hasAuthorship W3010059102A5036121027 @default.
• W3010059102 hasAuthorship W3010059102A5068792461 @default.
• W3010059102 hasConcept C105795698 @default.
• W3010059102 hasConcept C11413529 @default.
• W3010059102 hasConcept C119857082 @default.
• W3010059102 hasConcept C120456961 @default.
• W3010059102 hasConcept C120665830 @default.
• W3010059102 hasConcept C121332964 @default.
• W3010059102 hasConcept C1276947 @default.
• W3010059102 hasConcept C139945424 @default.
• W3010059102 hasConcept C154945302 @default.
• W3010059102 hasConcept C178635117 @default.
• W3010059102 hasConcept C191486275 @default.
• W3010059102 hasConcept C33923547 @default.
• W3010059102 hasConcept C38652104 @default.
• W3010059102 hasConcept C41008148 @default.
• W3010059102 hasConcept C72422203 @default.
• W3010059102 hasConcept C8642999 @default.
• W3010059102 hasConceptScore W3010059102C105795698 @default.
• W3010059102 hasConceptScore W3010059102C11413529 @default.
• W3010059102 hasConceptScore W3010059102C119857082 @default.
• W3010059102 hasConceptScore W3010059102C120456961 @default.
• W3010059102 hasConceptScore W3010059102C120665830 @default.
• W3010059102 hasConceptScore W3010059102C121332964 @default.
• W3010059102 hasConceptScore W3010059102C1276947 @default.
• W3010059102 hasConceptScore W3010059102C139945424 @default.
• W3010059102 hasConceptScore W3010059102C154945302 @default.
• W3010059102 hasConceptScore W3010059102C178635117 @default.
• W3010059102 hasConceptScore W3010059102C191486275 @default.
• W3010059102 hasConceptScore W3010059102C33923547 @default.
• W3010059102 hasConceptScore W3010059102C38652104 @default.
• W3010059102 hasConceptScore W3010059102C41008148 @default.
• W3010059102 hasConceptScore W3010059102C72422203 @default.
• W3010059102 hasConceptScore W3010059102C8642999 @default.
• W3010059102 hasIssue "10" @default.
• W3010059102 hasLocation W30100591021 @default.
• W3010059102 hasLocation W30100591022 @default.
• W3010059102 hasOpenAccess W3010059102 @default.
• W3010059102 hasPrimaryLocation W30100591021 @default.
• W3010059102 hasRelatedWork W2047737217 @default.
• W3010059102 hasRelatedWork W2092418781 @default.
• W3010059102 hasRelatedWork W3199608561 @default.
• W3010059102 hasRelatedWork W4210794429 @default.
• W3010059102 hasRelatedWork W4223456145 @default.
• W3010059102 hasRelatedWork W4280535922 @default.
• W3010059102 hasRelatedWork W4295309597 @default.

• next