Use of artificial neural network simulation metamodelling to assess groundwater contamination in a road project
- Author
- EL TABACH, Eddy1 ; LANCELOT, Laurent1 ; SHAHROUR, Isam1 ; NAJJAR, Yacoub2
[1] Laboratoire de Mécanique de Lille (UMR CNRS 8107), University of Sciences and Technologies of Lille (USTL), Polytech'Lille -Civil Engineering Department, 59655 Villeneuve d'Ascq, France
[2] Department of Civil Engineering, Kansas State University, Manhattan, KS 66506, United States - Source
Mathematical and computer modelling. 2007, Vol 45, Num 7-8, pp 766-776, 11 p ; ref : 20 ref
- ISSN
- 0895-7177
- Scientific domain
- Computer science; Mathematics
- Publisher
- Elsevier Science, Oxford
- Publication country
- United Kingdom
- Document type
- Article
- Language
- English
- Author keyword
- Accidental pollution Artificial neural networks Road Simulation metamodelling Transport Trichloroethylene
- Keyword (fr)
- Base donnée Calcul scientifique Contamination Epaisseur couche Estimation erreur Estimation statistique Infiltration Mathématiques appliquées Modèle mathématique Nappe eau Perméabilité Ressource eau Risque Réseau neuronal non bouclé Surface contact Transport routier Métamodélisation simulation Pollution accidentelle Réseau neuronal artificiel Simulation réseau Trichloréthylène
- Keyword (en)
- Database Scientific computation Contamination Layer thickness Error estimation Statistical estimation Infiltration Applied mathematics Mathematical model Aquifers Permeability Water resources Risk Feedforward neural nets Contact surface Road transportation Simulation metamodelling Accidental pollution Trichloroethylene
- Keyword (es)
- Base dato Computación científica Contaminación Espesor capa Estimación error Estimación estadística Infiltración Matemáticas aplicadas Modelo matemático Capa agua Permeabilidad Recurso agua Riesgo Superficie contacto Transporte por carretera
- Classification
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02M Inference from stochastic processes; time series analysis
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02I Numerical analysis. Scientific computation / 001A02I02 Methods of scientific computing (including symbolic computation, algebraic computation)
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C06 Connectionism. Neural networks
- Discipline
- Computer science : theoretical automation and systems Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 18490906
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
Access to the document
Install on your browser
DOI
10.1016/j.mcm.2006.07.020 
https://dx.doi.org/10.1016/j.mcm.2006.07.020
"O:13:\"PanistOpenUrl\":36:{s:10:\"\u0000*\u0000openUrl\";N;s:6:\"\u0000*\u0000idc\";N;s:6:\"\u0000*\u0000fmt\";s:7:\"journal\";s:6:\"\u0000*\u0000doi\";s:25:\"10.1016\/j.mcm.2006.07.020\";s:6:\"\u0000*\u0000pii\";s:0:\"\";s:7:\"\u0000*\u0000pmid\";s:0:\"\";s:9:\"\u0000*\u0000atitle\";s:111:\"Use of artificial neural network simulation metamodelling to assess groundwater contamination in a road project\";s:9:\"\u0000*\u0000jtitle\";s:35:\"Mathematical and computer modelling\";s:9:\"\u0000*\u0000stitle\";s:19:\"Math. comput. model\";s:7:\"\u0000*\u0000date\";s:4:\"2007\";s:9:\"\u0000*\u0000volume\";s:2:\"45\";s:8:\"\u0000*\u0000issue\";s:3:\"7-8\";s:8:\"\u0000*\u0000spage\";s:3:\"766\";s:8:\"\u0000*\u0000epage\";s:3:\"776\";s:8:\"\u0000*\u0000pages\";s:0:\"\";s:7:\"\u0000*\u0000issn\";s:9:\"0895-7177\";s:8:\"\u0000*\u0000eissn\";s:0:\"\";s:9:\"\u0000*\u0000aulast\";s:9:\"EL TABACH\";s:10:\"\u0000*\u0000aufirst\";s:4:\"Eddy\";s:9:\"\u0000*\u0000auinit\";s:0:\"\";s:10:\"\u0000*\u0000auinitm\";s:0:\"\";s:5:\"\u0000*\u0000au\";a:3:{i:0;s:17:\"LANCELOT, Laurent\";i:1;s:14:\"SHAHROUR, Isam\";i:2;s:14:\"NAJJAR, Yacoub\";}s:9:\"\u0000*\u0000aucorp\";s:0:\"\";s:7:\"\u0000*\u0000isbn\";s:0:\"\";s:8:\"\u0000*\u0000coden\";s:0:\"\";s:8:\"\u0000*\u0000genre\";s:7:\"article\";s:7:\"\u0000*\u0000part\";s:0:\"\";s:9:\"\u0000*\u0000btitle\";s:0:\"\";s:8:\"\u0000*\u0000title\";s:111:\"Use of artificial neural network simulation metamodelling to assess groundwater contamination in a road project\";s:8:\"\u0000*\u0000place\";s:6:\"Oxford\";s:6:\"\u0000*\u0000pub\";s:16:\"Elsevier Science\";s:10:\"\u0000*\u0000edition\";s:0:\"\";s:9:\"\u0000*\u0000tpages\";s:2:\"11\";s:9:\"\u0000*\u0000series\";s:0:\"\";s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";b:1;}"
Panist access
"O:12:\"IstexOpenUrl\":35:{s:10:\"\u0000*\u0000openUrl\";N;s:6:\"\u0000*\u0000fmt\";s:7:\"journal\";s:6:\"\u0000*\u0000doi\";s:25:\"10.1016\/j.mcm.2006.07.020\";s:6:\"\u0000*\u0000pii\";s:0:\"\";s:7:\"\u0000*\u0000pmid\";s:0:\"\";s:9:\"\u0000*\u0000atitle\";s:111:\"Use of artificial neural network simulation metamodelling to assess groundwater contamination in a road project\";s:9:\"\u0000*\u0000jtitle\";s:35:\"Mathematical and computer modelling\";s:9:\"\u0000*\u0000stitle\";s:19:\"Math. comput. model\";s:7:\"\u0000*\u0000date\";s:4:\"2007\";s:9:\"\u0000*\u0000volume\";s:2:\"45\";s:8:\"\u0000*\u0000issue\";s:3:\"7-8\";s:8:\"\u0000*\u0000spage\";s:3:\"766\";s:8:\"\u0000*\u0000epage\";s:3:\"776\";s:8:\"\u0000*\u0000pages\";s:0:\"\";s:7:\"\u0000*\u0000issn\";s:9:\"0895-7177\";s:8:\"\u0000*\u0000eissn\";s:0:\"\";s:9:\"\u0000*\u0000aulast\";s:9:\"EL TABACH\";s:10:\"\u0000*\u0000aufirst\";s:4:\"Eddy\";s:9:\"\u0000*\u0000auinit\";s:0:\"\";s:10:\"\u0000*\u0000auinitm\";s:0:\"\";s:5:\"\u0000*\u0000au\";a:3:{i:0;s:17:\"LANCELOT, Laurent\";i:1;s:14:\"SHAHROUR, Isam\";i:2;s:14:\"NAJJAR, Yacoub\";}s:9:\"\u0000*\u0000aucorp\";s:0:\"\";s:7:\"\u0000*\u0000isbn\";s:0:\"\";s:8:\"\u0000*\u0000coden\";s:0:\"\";s:8:\"\u0000*\u0000genre\";s:7:\"article\";s:7:\"\u0000*\u0000part\";s:0:\"\";s:9:\"\u0000*\u0000btitle\";s:0:\"\";s:8:\"\u0000*\u0000title\";s:111:\"Use of artificial neural network simulation metamodelling to assess groundwater contamination in a road project\";s:8:\"\u0000*\u0000place\";s:6:\"Oxford\";s:6:\"\u0000*\u0000pub\";s:16:\"Elsevier Science\";s:10:\"\u0000*\u0000edition\";s:0:\"\";s:9:\"\u0000*\u0000tpages\";s:2:\"11\";s:9:\"\u0000*\u0000series\";s:0:\"\";s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";b:1;}"
Istex access
"O:16:\"UnpaywallOpenUrl\":35:{s:8:\"\u0000*\u0000email\";s:27:\"assistance-portail@inist.fr\";s:6:\"\u0000*\u0000fmt\";N;s:6:\"\u0000*\u0000doi\";s:25:\"10.1016\/j.mcm.2006.07.020\";s:6:\"\u0000*\u0000pii\";N;s:7:\"\u0000*\u0000pmid\";N;s:9:\"\u0000*\u0000atitle\";N;s:9:\"\u0000*\u0000jtitle\";N;s:9:\"\u0000*\u0000stitle\";N;s:7:\"\u0000*\u0000date\";N;s:9:\"\u0000*\u0000volume\";N;s:8:\"\u0000*\u0000issue\";N;s:8:\"\u0000*\u0000spage\";N;s:8:\"\u0000*\u0000epage\";N;s:8:\"\u0000*\u0000pages\";N;s:7:\"\u0000*\u0000issn\";N;s:8:\"\u0000*\u0000eissn\";N;s:9:\"\u0000*\u0000aulast\";N;s:10:\"\u0000*\u0000aufirst\";N;s:9:\"\u0000*\u0000auinit\";N;s:10:\"\u0000*\u0000auinitm\";N;s:5:\"\u0000*\u0000au\";N;s:9:\"\u0000*\u0000aucorp\";N;s:7:\"\u0000*\u0000isbn\";N;s:8:\"\u0000*\u0000coden\";N;s:8:\"\u0000*\u0000genre\";N;s:7:\"\u0000*\u0000part\";N;s:9:\"\u0000*\u0000btitle\";N;s:8:\"\u0000*\u0000title\";N;s:8:\"\u0000*\u0000place\";N;s:6:\"\u0000*\u0000pub\";N;s:10:\"\u0000*\u0000edition\";N;s:9:\"\u0000*\u0000tpages\";N;s:9:\"\u0000*\u0000series\";N;s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";N;}"
Unpaywall access
"O:16:\"EuropePMCOpenUrl\":35:{s:10:\"\u0000*\u0000openUrl\";N;s:6:\"\u0000*\u0000fmt\";s:7:\"journal\";s:6:\"\u0000*\u0000doi\";s:25:\"10.1016\/j.mcm.2006.07.020\";s:6:\"\u0000*\u0000pii\";s:0:\"\";s:7:\"\u0000*\u0000pmid\";s:0:\"\";s:9:\"\u0000*\u0000atitle\";s:111:\"Use of artificial neural network simulation metamodelling to assess groundwater contamination in a road project\";s:9:\"\u0000*\u0000jtitle\";s:35:\"Mathematical and computer modelling\";s:9:\"\u0000*\u0000stitle\";s:19:\"Math. comput. model\";s:7:\"\u0000*\u0000date\";s:4:\"2007\";s:9:\"\u0000*\u0000volume\";s:2:\"45\";s:8:\"\u0000*\u0000issue\";s:3:\"7-8\";s:8:\"\u0000*\u0000spage\";s:3:\"766\";s:8:\"\u0000*\u0000epage\";s:3:\"776\";s:8:\"\u0000*\u0000pages\";s:0:\"\";s:7:\"\u0000*\u0000issn\";s:9:\"0895-7177\";s:8:\"\u0000*\u0000eissn\";s:0:\"\";s:9:\"\u0000*\u0000aulast\";s:9:\"EL TABACH\";s:10:\"\u0000*\u0000aufirst\";s:4:\"Eddy\";s:9:\"\u0000*\u0000auinit\";s:0:\"\";s:10:\"\u0000*\u0000auinitm\";s:0:\"\";s:5:\"\u0000*\u0000au\";a:3:{i:0;s:17:\"LANCELOT, Laurent\";i:1;s:14:\"SHAHROUR, Isam\";i:2;s:14:\"NAJJAR, Yacoub\";}s:9:\"\u0000*\u0000aucorp\";s:0:\"\";s:7:\"\u0000*\u0000isbn\";s:0:\"\";s:8:\"\u0000*\u0000coden\";s:0:\"\";s:8:\"\u0000*\u0000genre\";s:7:\"article\";s:7:\"\u0000*\u0000part\";s:0:\"\";s:9:\"\u0000*\u0000btitle\";s:0:\"\";s:8:\"\u0000*\u0000title\";s:111:\"Use of artificial neural network simulation metamodelling to assess groundwater contamination in a road project\";s:8:\"\u0000*\u0000place\";s:6:\"Oxford\";s:6:\"\u0000*\u0000pub\";s:16:\"Elsevier Science\";s:10:\"\u0000*\u0000edition\";s:0:\"\";s:9:\"\u0000*\u0000tpages\";s:2:\"11\";s:9:\"\u0000*\u0000series\";s:0:\"\";s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";b:1;}"
Europe PubMed Central access
"O:12:\"ArXivOpenUrl\":35:{s:10:\"\u0000*\u0000openUrl\";N;s:6:\"\u0000*\u0000fmt\";s:7:\"journal\";s:6:\"\u0000*\u0000doi\";s:25:\"10.1016\/j.mcm.2006.07.020\";s:6:\"\u0000*\u0000pii\";s:0:\"\";s:7:\"\u0000*\u0000pmid\";s:0:\"\";s:9:\"\u0000*\u0000atitle\";s:111:\"Use of artificial neural network simulation metamodelling to assess groundwater contamination in a road project\";s:9:\"\u0000*\u0000jtitle\";s:35:\"Mathematical and computer modelling\";s:9:\"\u0000*\u0000stitle\";s:19:\"Math. comput. model\";s:7:\"\u0000*\u0000date\";s:4:\"2007\";s:9:\"\u0000*\u0000volume\";s:2:\"45\";s:8:\"\u0000*\u0000issue\";s:3:\"7-8\";s:8:\"\u0000*\u0000spage\";s:3:\"766\";s:8:\"\u0000*\u0000epage\";s:3:\"776\";s:8:\"\u0000*\u0000pages\";s:0:\"\";s:7:\"\u0000*\u0000issn\";s:9:\"0895-7177\";s:8:\"\u0000*\u0000eissn\";s:0:\"\";s:9:\"\u0000*\u0000aulast\";s:9:\"EL TABACH\";s:10:\"\u0000*\u0000aufirst\";s:4:\"Eddy\";s:9:\"\u0000*\u0000auinit\";s:0:\"\";s:10:\"\u0000*\u0000auinitm\";s:0:\"\";s:5:\"\u0000*\u0000au\";a:3:{i:0;s:17:\"LANCELOT, Laurent\";i:1;s:14:\"SHAHROUR, Isam\";i:2;s:14:\"NAJJAR, Yacoub\";}s:9:\"\u0000*\u0000aucorp\";s:0:\"\";s:7:\"\u0000*\u0000isbn\";s:0:\"\";s:8:\"\u0000*\u0000coden\";s:0:\"\";s:8:\"\u0000*\u0000genre\";s:7:\"article\";s:7:\"\u0000*\u0000part\";s:0:\"\";s:9:\"\u0000*\u0000btitle\";s:0:\"\";s:8:\"\u0000*\u0000title\";s:111:\"Use of artificial neural network simulation metamodelling to assess groundwater contamination in a road project\";s:8:\"\u0000*\u0000place\";s:6:\"Oxford\";s:6:\"\u0000*\u0000pub\";s:16:\"Elsevier Science\";s:10:\"\u0000*\u0000edition\";s:0:\"\";s:9:\"\u0000*\u0000tpages\";s:2:\"11\";s:9:\"\u0000*\u0000series\";s:0:\"\";s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";b:1;}"
arXiv access
