Matches in SemOpenAlex for { <https://semopenalex.org/work/W2161287134> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W2161287134 endingPage "25" @default.
- W2161287134 startingPage "17" @default.
- W2161287134 abstract "The ANN methodology, inspired by neurobiology theories of massive interconnection and parallelism has been successfully employed in variety of optimization problems. In ground water management models, either governing equations are embedded into the management model or unit response matrixes are employed. Unit response matrixes development requires huge amount of data and/or simulation runs. In this paper, ANN is employed to develop unit response matrix coefficients to be later used in the management model. To do it, a ANN model has been trained to predict the outcome of the flow code, which results in unit response matrix coefficients for the aquifer under consideration. To train the ANN model different realizations from pumping well co-ordinates, distance between pumping and observation wells, and hydraulic conductivities of pumping wells were used, it was concluded that pumping well co-ordinates may be successfully employed for developing unit response matrix coefficients to be later used in management models. To test the performance of the proposed approach, the hypothetical aquifer was assumed. The aquifer response to different pumping stresses were compared using a well-defined simulation model and those resulted from unit response matrixes developed by (1) ANN approach and (2) direct data from groundwater simulation runs. It was concluded that ANN may be successfully employed for development of unit response matrix with limited data from field study or ground water simulation runs." @default.
- W2161287134 created "2016-06-24" @default.
- W2161287134 creator A5031150887 @default.
- W2161287134 creator A5062511877 @default.
- W2161287134 date "2005-09-15" @default.
- W2161287134 modified "2023-09-27" @default.
- W2161287134 title "Unit response matrix coefficients development: ANN approach" @default.
- W2161287134 cites W1983738653 @default.
- W2161287134 cites W1989842566 @default.
- W2161287134 cites W2001676017 @default.
- W2161287134 cites W2040504210 @default.
- W2161287134 cites W2048509079 @default.
- W2161287134 cites W2056457340 @default.
- W2161287134 cites W2063230513 @default.
- W2161287134 cites W2106446218 @default.
- W2161287134 cites W2125564963 @default.
- W2161287134 cites W2146755540 @default.
- W2161287134 hasPublicationYear "2005" @default.
- W2161287134 type Work @default.
- W2161287134 sameAs 2161287134 @default.
- W2161287134 citedByCount "2" @default.
- W2161287134 countsByYear W21612871342014 @default.
- W2161287134 crossrefType "proceedings-article" @default.
- W2161287134 hasAuthorship W2161287134A5031150887 @default.
- W2161287134 hasAuthorship W2161287134A5062511877 @default.
- W2161287134 hasConcept C106487976 @default.
- W2161287134 hasConcept C127313418 @default.
- W2161287134 hasConcept C159985019 @default.
- W2161287134 hasConcept C174091901 @default.
- W2161287134 hasConcept C187320778 @default.
- W2161287134 hasConcept C192562407 @default.
- W2161287134 hasConcept C202444582 @default.
- W2161287134 hasConcept C2780103101 @default.
- W2161287134 hasConcept C33923547 @default.
- W2161287134 hasConcept C41008148 @default.
- W2161287134 hasConcept C75622301 @default.
- W2161287134 hasConcept C76177295 @default.
- W2161287134 hasConcept C9652623 @default.
- W2161287134 hasConceptScore W2161287134C106487976 @default.
- W2161287134 hasConceptScore W2161287134C127313418 @default.
- W2161287134 hasConceptScore W2161287134C159985019 @default.
- W2161287134 hasConceptScore W2161287134C174091901 @default.
- W2161287134 hasConceptScore W2161287134C187320778 @default.
- W2161287134 hasConceptScore W2161287134C192562407 @default.
- W2161287134 hasConceptScore W2161287134C202444582 @default.
- W2161287134 hasConceptScore W2161287134C2780103101 @default.
- W2161287134 hasConceptScore W2161287134C33923547 @default.
- W2161287134 hasConceptScore W2161287134C41008148 @default.
- W2161287134 hasConceptScore W2161287134C75622301 @default.
- W2161287134 hasConceptScore W2161287134C76177295 @default.
- W2161287134 hasConceptScore W2161287134C9652623 @default.
- W2161287134 hasLocation W21612871341 @default.
- W2161287134 hasOpenAccess W2161287134 @default.
- W2161287134 hasPrimaryLocation W21612871341 @default.
- W2161287134 hasRelatedWork W1977279671 @default.
- W2161287134 hasRelatedWork W1980220389 @default.
- W2161287134 hasRelatedWork W1991903193 @default.
- W2161287134 hasRelatedWork W2013547400 @default.
- W2161287134 hasRelatedWork W2026509834 @default.
- W2161287134 hasRelatedWork W2030244441 @default.
- W2161287134 hasRelatedWork W2035911748 @default.
- W2161287134 hasRelatedWork W2045298810 @default.
- W2161287134 hasRelatedWork W2049571972 @default.
- W2161287134 hasRelatedWork W2059173092 @default.
- W2161287134 hasRelatedWork W2060978507 @default.
- W2161287134 hasRelatedWork W2076305275 @default.
- W2161287134 hasRelatedWork W208376809 @default.
- W2161287134 hasRelatedWork W2091436832 @default.
- W2161287134 hasRelatedWork W2299519894 @default.
- W2161287134 hasRelatedWork W2734663402 @default.
- W2161287134 hasRelatedWork W3005899311 @default.
- W2161287134 hasRelatedWork W3019358436 @default.
- W2161287134 hasRelatedWork W3048450848 @default.
- W2161287134 hasRelatedWork W3106503553 @default.
- W2161287134 isParatext "false" @default.
- W2161287134 isRetracted "false" @default.
- W2161287134 magId "2161287134" @default.
- W2161287134 workType "article" @default.