Matches in SemOpenAlex for { <https://semopenalex.org/work/W2894526006> ?p ?o ?g. }
- W2894526006 abstract "The aim of this paper was to investigate the impact of the fly ash concentration on the infiltration process and to assess the potential of five soft computing techniques such as artificial neural network, Gaussian process, support vector machine (SVM), random forest, and M5P model tree and compare with two popular conventional models, SCS and Kostiakov mode, to estimate the cumulative infiltration of fly-ash-mixed soils. Laboratory experiment was carried out with the different combinations of the sand, clay, and fly ash by using mini disk infiltrometer. The combination consists of the different concentrations of sand (25–45%), clay (25–45%), and fly ash (10–50%). The total observation consists of the 138 field measurement. The cumulative infiltration increase with an increment in the concentration of the fly ash, but it decreases when fly ash concentration increases 40–50% in the soil. On the other hand, the cumulative infiltration increases with the decrease in the concentration of clay in samples. The predictive modeling technique, SVM with RBF kernel, is the best technique to predict the cumulative infiltration with minimum error. Results suggest that SVM with RBF kernel is the best-fit modeling technique among other soft computing techniques as well as conventional models to find the impact of fly ash on infiltration characteristics for the given combination of the sand, clay and fly ash." @default.
- W2894526006 created "2018-10-05" @default.
- W2894526006 creator A5000376034 @default.
- W2894526006 creator A5003803168 @default.
- W2894526006 creator A5020118515 @default.
- W2894526006 creator A5062889778 @default.
- W2894526006 date "2018-09-27" @default.
- W2894526006 modified "2023-10-04" @default.
- W2894526006 title "Evaluation of the impact of fly ash on infiltration characteristics using different soft computing techniques" @default.
- W2894526006 cites W1964357740 @default.
- W2894526006 cites W2023851110 @default.
- W2894526006 cites W2024217324 @default.
- W2894526006 cites W2024455063 @default.
- W2894526006 cites W2029614011 @default.
- W2894526006 cites W2060834642 @default.
- W2894526006 cites W2113928510 @default.
- W2894526006 cites W2234434066 @default.
- W2894526006 cites W2299505830 @default.
- W2894526006 cites W2503065413 @default.
- W2894526006 cites W2515855568 @default.
- W2894526006 cites W2530101209 @default.
- W2894526006 cites W2555660029 @default.
- W2894526006 cites W2588201645 @default.
- W2894526006 cites W2596924175 @default.
- W2894526006 cites W2606290672 @default.
- W2894526006 cites W2621190595 @default.
- W2894526006 cites W2703907954 @default.
- W2894526006 cites W2733535563 @default.
- W2894526006 cites W2745037158 @default.
- W2894526006 cites W2747770616 @default.
- W2894526006 cites W2754078014 @default.
- W2894526006 cites W2763902367 @default.
- W2894526006 cites W2783647757 @default.
- W2894526006 cites W2785103246 @default.
- W2894526006 cites W2791501558 @default.
- W2894526006 cites W2791554301 @default.
- W2894526006 cites W2791992775 @default.
- W2894526006 cites W2800224332 @default.
- W2894526006 cites W2800953168 @default.
- W2894526006 cites W2802798921 @default.
- W2894526006 cites W2804174307 @default.
- W2894526006 cites W2809360248 @default.
- W2894526006 cites W2844162576 @default.
- W2894526006 cites W2883423789 @default.
- W2894526006 cites W2911964244 @default.
- W2894526006 doi "https://doi.org/10.1007/s13201-018-0835-2" @default.
- W2894526006 hasPublicationYear "2018" @default.
- W2894526006 type Work @default.
- W2894526006 sameAs 2894526006 @default.
- W2894526006 citedByCount "10" @default.
- W2894526006 countsByYear W28945260062019 @default.
- W2894526006 countsByYear W28945260062020 @default.
- W2894526006 countsByYear W28945260062021 @default.
- W2894526006 countsByYear W28945260062022 @default.
- W2894526006 countsByYear W28945260062023 @default.
- W2894526006 crossrefType "journal-article" @default.
- W2894526006 hasAuthorship W2894526006A5000376034 @default.
- W2894526006 hasAuthorship W2894526006A5003803168 @default.
- W2894526006 hasAuthorship W2894526006A5020118515 @default.
- W2894526006 hasAuthorship W2894526006A5062889778 @default.
- W2894526006 hasBestOaLocation W28945260061 @default.
- W2894526006 hasConcept C119857082 @default.
- W2894526006 hasConcept C12267149 @default.
- W2894526006 hasConcept C127413603 @default.
- W2894526006 hasConcept C153400128 @default.
- W2894526006 hasConcept C159390177 @default.
- W2894526006 hasConcept C159985019 @default.
- W2894526006 hasConcept C187320778 @default.
- W2894526006 hasConcept C192562407 @default.
- W2894526006 hasConcept C39432304 @default.
- W2894526006 hasConcept C41008148 @default.
- W2894526006 hasConcept C548081761 @default.
- W2894526006 hasConcept C87343466 @default.
- W2894526006 hasConceptScore W2894526006C119857082 @default.
- W2894526006 hasConceptScore W2894526006C12267149 @default.
- W2894526006 hasConceptScore W2894526006C127413603 @default.
- W2894526006 hasConceptScore W2894526006C153400128 @default.
- W2894526006 hasConceptScore W2894526006C159390177 @default.
- W2894526006 hasConceptScore W2894526006C159985019 @default.
- W2894526006 hasConceptScore W2894526006C187320778 @default.
- W2894526006 hasConceptScore W2894526006C192562407 @default.
- W2894526006 hasConceptScore W2894526006C39432304 @default.
- W2894526006 hasConceptScore W2894526006C41008148 @default.
- W2894526006 hasConceptScore W2894526006C548081761 @default.
- W2894526006 hasConceptScore W2894526006C87343466 @default.
- W2894526006 hasIssue "6" @default.
- W2894526006 hasLocation W28945260061 @default.
- W2894526006 hasLocation W28945260062 @default.
- W2894526006 hasOpenAccess W2894526006 @default.
- W2894526006 hasPrimaryLocation W28945260061 @default.
- W2894526006 hasRelatedWork W1716634222 @default.
- W2894526006 hasRelatedWork W1954631694 @default.
- W2894526006 hasRelatedWork W2052870063 @default.
- W2894526006 hasRelatedWork W2348014228 @default.
- W2894526006 hasRelatedWork W2349739194 @default.
- W2894526006 hasRelatedWork W2373409356 @default.
- W2894526006 hasRelatedWork W2590341573 @default.
- W2894526006 hasRelatedWork W3012168440 @default.
- W2894526006 hasRelatedWork W3147949030 @default.
- W2894526006 hasRelatedWork W3171178883 @default.