Matches in SemOpenAlex for { <https://semopenalex.org/work/W3217533797> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W3217533797 endingPage "115222" @default.
- W3217533797 startingPage "115222" @default.
- W3217533797 abstract "Zinc sulfide is a metal chalcogenide semiconductor with promising potentials in environmental sensors, short wavelength light emitting diodes, biomedical imaging, display light sources, transistors, flat panel displays, optoelectronics, and photocatalysis. Adjusting the energy gap (EG) of zinc sulfide for light response enhancement that is suitable for desired applications involves foreign material incorporation through chemical doping or co-doping mechanisms with structural distortion and host symmetry breaking. This work optimizes support vector regression (SVR) parameters with a genetic algorithm to develop a hybrid genetically optimized SVR (HGSVR-EG) model with the precise capacity to estimate the EG of a doped zinc sulfide semiconductor using the crystal lattice constant and the crystallite size as descriptors. The precision of the developed HGSVR-EG model is compared with that of the stepwise regression based model for EG estimation (STR-EG) using different error metrics. The developed HGSVR-EG model outperforms the STR-EG model with a performance improvement of 64.47%, 74.52%, and 49.52% on the basis of correlation coefficient, mean squared error, and root mean square error, respectively. The developed HGSVR-EG model explores and investigates the zinc sulfide bandgap reduction effect of manganese and chromium nano-particle incorporation in the host semiconductor, and the obtained EGs agree well with the measured values. The developed HGSVR-EG model was further validated with an external set of data, and an excellent agreement between the measured and estimated EGs was obtained. The outstanding performance of the developed predictive models in this work would ultimately facilitate EG characterization of zinc sulfide without experimental stress." @default.
- W3217533797 created "2021-12-06" @default.
- W3217533797 creator A5078337428 @default.
- W3217533797 date "2021-11-01" @default.
- W3217533797 modified "2023-10-14" @default.
- W3217533797 title "Energy gap estimation of zinc sulfide metal chalcogenide nanostructure semiconductor using genetically hybridized support vector regression" @default.
- W3217533797 cites W1968535060 @default.
- W3217533797 cites W1984511534 @default.
- W3217533797 cites W2195237230 @default.
- W3217533797 cites W2318868581 @default.
- W3217533797 cites W2564963919 @default.
- W3217533797 cites W2566452533 @default.
- W3217533797 cites W2595641345 @default.
- W3217533797 cites W2770995324 @default.
- W3217533797 cites W2792004292 @default.
- W3217533797 cites W2799491092 @default.
- W3217533797 cites W2800211549 @default.
- W3217533797 cites W2808941511 @default.
- W3217533797 cites W2901108328 @default.
- W3217533797 cites W2910961439 @default.
- W3217533797 cites W2911823169 @default.
- W3217533797 cites W2913333445 @default.
- W3217533797 cites W2919292258 @default.
- W3217533797 cites W2944893503 @default.
- W3217533797 cites W2955502154 @default.
- W3217533797 cites W2964272181 @default.
- W3217533797 cites W2970835990 @default.
- W3217533797 cites W2972562015 @default.
- W3217533797 cites W2995921063 @default.
- W3217533797 cites W3010877436 @default.
- W3217533797 cites W3016795053 @default.
- W3217533797 cites W3023736553 @default.
- W3217533797 cites W3033660136 @default.
- W3217533797 cites W3037079886 @default.
- W3217533797 cites W3082509743 @default.
- W3217533797 cites W3110352821 @default.
- W3217533797 cites W3112585178 @default.
- W3217533797 cites W3118519215 @default.
- W3217533797 cites W3123861396 @default.
- W3217533797 cites W3126347505 @default.
- W3217533797 cites W3131158050 @default.
- W3217533797 cites W3133018471 @default.
- W3217533797 cites W3134512549 @default.
- W3217533797 cites W3134899626 @default.
- W3217533797 cites W3135440603 @default.
- W3217533797 cites W3157122772 @default.
- W3217533797 cites W3182635198 @default.
- W3217533797 cites W49513413 @default.
- W3217533797 doi "https://doi.org/10.1063/5.0069749" @default.
- W3217533797 hasPublicationYear "2021" @default.
- W3217533797 type Work @default.
- W3217533797 sameAs 3217533797 @default.
- W3217533797 citedByCount "0" @default.
- W3217533797 crossrefType "journal-article" @default.
- W3217533797 hasAuthorship W3217533797A5078337428 @default.
- W3217533797 hasBestOaLocation W32175337971 @default.
- W3217533797 hasConcept C108225325 @default.
- W3217533797 hasConcept C181966813 @default.
- W3217533797 hasConcept C191897082 @default.
- W3217533797 hasConcept C192562407 @default.
- W3217533797 hasConcept C2778177714 @default.
- W3217533797 hasConcept C2779219880 @default.
- W3217533797 hasConcept C49040817 @default.
- W3217533797 hasConcept C535196362 @default.
- W3217533797 hasConceptScore W3217533797C108225325 @default.
- W3217533797 hasConceptScore W3217533797C181966813 @default.
- W3217533797 hasConceptScore W3217533797C191897082 @default.
- W3217533797 hasConceptScore W3217533797C192562407 @default.
- W3217533797 hasConceptScore W3217533797C2778177714 @default.
- W3217533797 hasConceptScore W3217533797C2779219880 @default.
- W3217533797 hasConceptScore W3217533797C49040817 @default.
- W3217533797 hasConceptScore W3217533797C535196362 @default.
- W3217533797 hasIssue "11" @default.
- W3217533797 hasLocation W32175337971 @default.
- W3217533797 hasLocation W32175337972 @default.
- W3217533797 hasOpenAccess W3217533797 @default.
- W3217533797 hasPrimaryLocation W32175337971 @default.
- W3217533797 hasRelatedWork W1974872981 @default.
- W3217533797 hasRelatedWork W1996277220 @default.
- W3217533797 hasRelatedWork W2073290887 @default.
- W3217533797 hasRelatedWork W2287867466 @default.
- W3217533797 hasRelatedWork W3105417689 @default.
- W3217533797 hasRelatedWork W3126268888 @default.
- W3217533797 hasRelatedWork W4210436139 @default.
- W3217533797 hasRelatedWork W4245919472 @default.
- W3217533797 hasRelatedWork W4306410572 @default.
- W3217533797 hasRelatedWork W4321846909 @default.
- W3217533797 hasVolume "11" @default.
- W3217533797 isParatext "false" @default.
- W3217533797 isRetracted "false" @default.
- W3217533797 magId "3217533797" @default.
- W3217533797 workType "article" @default.