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| 1 | NARX neural network approach for the monthly prediction of groundwater levels in Sylhet Sadar, Bangladesh显示文摘Groundwater is important for managing the water supply in agricultural countries like Bangladesh. Therefore, the ability to predict the changes of groundwater level is necessary for jointly planning the uses of groundwater resources. In this study, a new nonlinear autoregressive with exogenous inputs(NARX) network has been applied to simulate monthly groundwater levels in a well of Sylhet Sadar at a local scale. The Levenberg-Marquardt(LM) and Bayesian Regularization(BR) algorithms were used to train the NARX network, and the results were compared to determine the best architecture for predicting monthly groundwater levels over time. The comparison between LM and BR showed that NARX-BR has advantages over predicting monthly levels based on the Mean Squared Error(MSE), coefficient of determination(R^2), and Nash-Sutcliffe coefficient of efficiency(NSE). The results show that BR is the most accurate method for predicting groundwater levels with an error of ± 0.35 m. This method is applied to the management of irrigation water source, which provides important information for the prediction of local groundwater fluctuation at local level during a short period. | Abdullah Al Jami Meher Uddin Himel Khairul Hasan Shilpy Rani Basak Ayesha Ferdous Mita | 2020 | Journal of Groundwater Science and Engineering2020，8，2： | 1 |
| 2 | Comparative safety of various intra- canal irrigation systems显示文摘 | Desai P Himel V | 2009 | J Endod2009，35，4： | 1 |
| 3 | The optimum size for insect spray droplets显示文摘 | HIMEL C M | 1969 | Journal of Economic-Entomology1969，62，： | 1 |
| 4 | Comparison of a warm gutta-percha obturation technique and lateral condensation 显示文摘 | CLINTON K VAN HIMEL T | 2001 | J Endod2001，27，11： | 1 |
| 5 | A combined endodotic retrofill and periodontal guided tissue regeneration technique for the repair of molar endodontic furcation perforations:report of case显示文摘 | Duggins LP Clay JR Himel VT | 1994 | Quintessenc Iht1994，25，： | 1 |
| 6 | Dens evaginatus: literature review, pathophysiology, and comprehensive treatment regimen 显示文摘 | Levitan ME Himel VT | 2006 | J Endod2006，32，1： | 1 |
| 7 | Comparison of a warm gutra-percha obtura- tion technique and lateral condensation 显示文摘 | Clinton K van Himel T | 2001 | J Endod2001，27，11： | 1 |
| 8 | Comparison of a warm gutta-percha obturation technique and lateral condensation 显示文摘 | Clinton K Himel VT | 2001 | J Endod2001，27，11： | 1 |
| 9 | Biomass recalcitrance :engineering plants and enzymes for biofuels production 显示文摘 | Himel M E Ding S Y Johnson D K | 2007 | Science2007，315，： | 1 |
| 10 | A combined end-odonit retrofill and periodontal guided tissue regeneration tech-nique for the repair of molar,endodotic furcation perforations:report of a case显示文摘 | Duggins LP Clay JR Himel VT | 1994 | Quintessence Int1994，2，5： | 1 |
| 11 | Thermafil retreatment using a new'System B'technique or a solvent显示文摘 | Wolcott JF Himel VT Hicks ML | 1999 | J Endod1999，25，11： | 1 |
| 12 | Evaluation of the sealing ability of amalgam,Cavit,and glass ionomer cement in the repair of furcation perforations显示文摘 | ALHADAINY H A HIMEL V T | 1993 | Oral Surg1993，75，1： | 1 |
| 13 | Use of nickel titanium instruments for cleaning and shaping root canal systems显示文摘 | Himel V T Levitan M E | 2003 | Tex Dent J2003，120，3： | 1 |
| 14 | Use of nickel titanium instruments for clean- ing and shaping root canal systems显示文摘 | Himel VT Levitan ME | 2003 | Tex Dent J2003，120，3： | 1 |
| 15 | Effect of three obhtration techniques on the filling of lateral canal and the main canal显示文摘 | Reader CM Himel VT Germain LP | 1993 | J Endod1993，19，8： | 1 |
| 16 | Comparison of a warm gutta-percha obturation technique and lateral condensation显示文摘 | Clinton K van Himel T | 2001 | J Endod2001，27，11： | 1 |
| 17 | A combined endodonic retrofill and periodontal guided tissue regeneration technique for the repair of molar,endodotic furcation perforation:report of a case显示文摘 | Duggins LP Clay JR Himel VT | 1994 | Quintessenc Int1994，25，： | 1 |
| 18 | An evaluation of nitinol and stainless steel files used by dental students during a laboratory proficiency exam显示文摘 | Himel VT Ahmed KM Wood DM | 1995 | Oral Surg Oral Med Oral Pathol Oral Radiol Endod1995，79，2： | 1 |
| 19 | An in vitro evaluation of plaster of paris barriers used under amalgam and glass ionomer to repair furcation perforations显示文摘 | Alhadainy HA Himel VT | 1994 | J Endod1994，20，9： | 1 |
| 20 | Dens evaginatus:literature review,pathophysiology,and comprehensive treatment regimen显示文摘 | Levitan ME Himel VT | 2006 | J Endod2006，32，1： | 1 |
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