Matches in SemOpenAlex for { <https://semopenalex.org/work/W1971752666> ?p ?o ?g. }
Showing items 1 to 86 of
86
with 100 items per page.
- W1971752666 endingPage "3278" @default.
- W1971752666 startingPage "3271" @default.
- W1971752666 abstract "In this paper, two complementary objectives related to optical transmission spectra of nematic liquid crystals (NLCs) were achieved. First, at room temperature, for both pure and dye (DR9) doped E7 NLCs, the 10–250 W halogen lamp transmission spectra (wavelength 400–1200 nm) were measured at various bias voltages. Second, because the measured spectra were inherently highly nonlinear, it was difficult to construct explicit empirical physical formulas (EPFs) to employ as transmittance functions. To avoid this difficulty, layered feedforward neural networks (LFNNs) were used to construct explicit EPFs for these theoretically unknown nonlinear NLC transmittance functions. As we theoretically showed in a previous work, a LFNN, as an excellent nonlinear function approximator, is highly relevant to EPF construction. The LFNN-EPFs efficiently and consistently estimated both the measured and yet-to-be-measured nonlinear transmittance response values. The experimentally obtained doping ratio dependencies and applied bias voltage responses of transmittance were also confirmed by LFFN-EPFs. This clearly indicates that physical laws embedded in the physical data can be faithfully extracted by the suitable LFNNs. The extraordinary success achieved with LFNN here suggests two potential applications. First, although not attempted here, these LFNN-EPFs, by such mathematical operations as derivation, integration, minimization etc., can be used to obtain further transmittance related functions of NLCs. Second, for a given NLC response function, whose theoretical nonlinear functional form is yet unknown, a suitable experimental data based LFNN-EPF can be constructed to predict the yet-to-be-measured values." @default.
- W1971752666 created "2016-06-24" @default.
- W1971752666 creator A5038803936 @default.
- W1971752666 creator A5061286442 @default.
- W1971752666 creator A5065419254 @default.
- W1971752666 date "2010-09-01" @default.
- W1971752666 modified "2023-10-18" @default.
- W1971752666 title "Nonlinear experimental dye-doped nematic liquid crystal optical transmission spectra estimated by neural network empirical physical formulas" @default.
- W1971752666 cites W1968225927 @default.
- W1971752666 cites W1969265350 @default.
- W1971752666 cites W2003225790 @default.
- W1971752666 cites W2032386615 @default.
- W1971752666 cites W2056018615 @default.
- W1971752666 cites W2059429397 @default.
- W1971752666 cites W2071675753 @default.
- W1971752666 cites W2077807615 @default.
- W1971752666 cites W2079584415 @default.
- W1971752666 cites W2080879790 @default.
- W1971752666 cites W2094611117 @default.
- W1971752666 cites W2097470696 @default.
- W1971752666 cites W2137983211 @default.
- W1971752666 cites W2142767205 @default.
- W1971752666 cites W3103503504 @default.
- W1971752666 doi "https://doi.org/10.1016/j.optcom.2010.04.035" @default.
- W1971752666 hasPublicationYear "2010" @default.
- W1971752666 type Work @default.
- W1971752666 sameAs 1971752666 @default.
- W1971752666 citedByCount "8" @default.
- W1971752666 countsByYear W19717526662015 @default.
- W1971752666 countsByYear W19717526662019 @default.
- W1971752666 countsByYear W19717526662023 @default.
- W1971752666 crossrefType "journal-article" @default.
- W1971752666 hasAuthorship W1971752666A5038803936 @default.
- W1971752666 hasAuthorship W1971752666A5061286442 @default.
- W1971752666 hasAuthorship W1971752666A5065419254 @default.
- W1971752666 hasConcept C120665830 @default.
- W1971752666 hasConcept C121332964 @default.
- W1971752666 hasConcept C13274807 @default.
- W1971752666 hasConcept C150493377 @default.
- W1971752666 hasConcept C154945302 @default.
- W1971752666 hasConcept C158622935 @default.
- W1971752666 hasConcept C165801399 @default.
- W1971752666 hasConcept C192562407 @default.
- W1971752666 hasConcept C41008148 @default.
- W1971752666 hasConcept C4839761 @default.
- W1971752666 hasConcept C49040817 @default.
- W1971752666 hasConcept C50644808 @default.
- W1971752666 hasConcept C62520636 @default.
- W1971752666 hasConcept C761482 @default.
- W1971752666 hasConcept C76155785 @default.
- W1971752666 hasConceptScore W1971752666C120665830 @default.
- W1971752666 hasConceptScore W1971752666C121332964 @default.
- W1971752666 hasConceptScore W1971752666C13274807 @default.
- W1971752666 hasConceptScore W1971752666C150493377 @default.
- W1971752666 hasConceptScore W1971752666C154945302 @default.
- W1971752666 hasConceptScore W1971752666C158622935 @default.
- W1971752666 hasConceptScore W1971752666C165801399 @default.
- W1971752666 hasConceptScore W1971752666C192562407 @default.
- W1971752666 hasConceptScore W1971752666C41008148 @default.
- W1971752666 hasConceptScore W1971752666C4839761 @default.
- W1971752666 hasConceptScore W1971752666C49040817 @default.
- W1971752666 hasConceptScore W1971752666C50644808 @default.
- W1971752666 hasConceptScore W1971752666C62520636 @default.
- W1971752666 hasConceptScore W1971752666C761482 @default.
- W1971752666 hasConceptScore W1971752666C76155785 @default.
- W1971752666 hasIssue "17" @default.
- W1971752666 hasLocation W19717526661 @default.
- W1971752666 hasOpenAccess W1971752666 @default.
- W1971752666 hasPrimaryLocation W19717526661 @default.
- W1971752666 hasRelatedWork W1964353651 @default.
- W1971752666 hasRelatedWork W1984773805 @default.
- W1971752666 hasRelatedWork W1994039497 @default.
- W1971752666 hasRelatedWork W2020976050 @default.
- W1971752666 hasRelatedWork W2039112018 @default.
- W1971752666 hasRelatedWork W2049006284 @default.
- W1971752666 hasRelatedWork W2050581041 @default.
- W1971752666 hasRelatedWork W2103291976 @default.
- W1971752666 hasRelatedWork W2753155933 @default.
- W1971752666 hasRelatedWork W3109494280 @default.
- W1971752666 hasVolume "283" @default.
- W1971752666 isParatext "false" @default.
- W1971752666 isRetracted "false" @default.
- W1971752666 magId "1971752666" @default.
- W1971752666 workType "article" @default.