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Volumn 23, Issue 2, 1999, Pages 151-169

Combining neural networks with kriging for stochastic reservoir modeling

Author keywords

[No Author keywords available]

Indexed keywords

MATHEMATICAL MODELS; NEURAL NETWORKS; OPTIMIZATION; POROSITY; RANDOM PROCESSES;

EID: 0032678652     PISSN: 01462520     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (11)

References (16)
  • 2
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    • The Role of Geology in Stochastic Reservoir Modeling: The Future Trends
    • SPE 54307, Jakarta, Apr. 20-22, in press
    • Tamhane, D., Wang, L. and Wong, P.M.: "The Role of Geology in Stochastic Reservoir Modeling: The Future Trends," SPE 54307, SPE Asia Pacific Oil and Gas Conference and Exhibition, Jakarta, Apr. 20-22, in press (1999).
    • (1999) SPE Asia Pacific Oil and Gas Conference and Exhibition
    • Tamhane, D.1    Wang, L.2    Wong, P.M.3
  • 3
    • 0032314588 scopus 로고    scopus 로고
    • Modelling Porosity Distribution in the Anan Oilfield: Use of Geological Quantification, Neural Networks and Geostatistics
    • SPE 48884, presented at the Beijing, China, 2-6 November
    • Wang, L., Wong, P.M. and Shibli, S.A.R.: "Modelling Porosity Distribution in the Anan Oilfield: Use of Geological Quantification, Neural Networks and Geostatistics," SPE 48884, presented at the 1998 SPE International Oil & Gas Conference and Exhibition, Beijing, China, 2-6 November, vol. 1, 509-515 (1998).
    • (1998) 1998 SPE International Oil & Gas Conference and Exhibition , vol.1 , pp. 509-515
    • Wang, L.1    Wong, P.M.2    Shibli, S.A.R.3
  • 4
    • 0031182361 scopus 로고    scopus 로고
    • A Neural Network Approach to Knowledge-Based Well Interpolation: A Case Study of a Fluvial Sandstone Reservoir
    • Wong, P.M., Tamhane, D. and Wang, L.: "A Neural Network Approach to Knowledge-Based Well Interpolation: A Case Study of a Fluvial Sandstone Reservoir," Journal of Petroleum Geology 20, 363-372 (1997).
    • (1997) Journal of Petroleum Geology , vol.20 , pp. 363-372
    • Wong, P.M.1    Tamhane, D.2    Wang, L.3
  • 5
    • 0031636717 scopus 로고    scopus 로고
    • Stochastic Reservoir Simulation Using Neural Networks Trained on Outcrop Data
    • SPE 49026, presented at the 1998 New Orleans, USA, 27-30 September
    • Caers, J. and Journel, A. G.: "Stochastic Reservoir Simulation Using Neural Networks Trained on Outcrop Data," SPE 49026, presented at the 1998 SPE Annual Technical Conference and Exhibition, New Orleans, USA, 27-30 September, 321-336 (1998).
    • (1998) SPE Annual Technical Conference and Exhibition , pp. 321-336
    • Caers, J.1    Journel, A.G.2
  • 10
    • 0342855513 scopus 로고    scopus 로고
    • Applications of AI-based Techniques for Spatial Prediction
    • Shibli, S.A.R., Wong, P.M., Huang, Y. and Maignan, M.: "Applications of AI-based Techniques for Spatial Prediction," Proceedings of IAMG, part 2, 675-680 (1997).
    • (1997) Proceedings of IAMG , Issue.2 PART , pp. 675-680
    • Shibli, S.A.R.1    Wong, P.M.2    Huang, Y.3    Maignan, M.4
  • 13
    • 84956650840 scopus 로고    scopus 로고
    • Mapping of Soil Contamination by using Artificial Neural Networks and Multivariate Geostatistics
    • LNCS
    • Kanevski, M., Demyanov, V. and Maignan, M.: "Mapping of Soil Contamination by using Artificial Neural Networks and Multivariate Geostatistics," International Conference on Artificial Neural Networks, LNCS 1327, 1125-1130 (1997).
    • (1997) International Conference on Artificial Neural Networks , vol.1327 , pp. 1125-1130
    • Kanevski, M.1    Demyanov, V.2    Maignan, M.3
  • 14
    • 1642481874 scopus 로고    scopus 로고
    • Spatial Estimations and Simulations of Environmental Data by using Geostatistics and Artificial Neural Networks
    • Kanevski, M., Demyanov, V. and Maignan, M.: "Spatial Estimations and Simulations of Environmental Data by using Geostatistics and Artificial Neural Networks," Proceedings of IAMG, Part 2, 533-538 (1998).
    • (1998) Proceedings of IAMG , Issue.2 PART , pp. 533-538
    • Kanevski, M.1    Demyanov, V.2    Maignan, M.3
  • 15
    • 0010126623 scopus 로고    scopus 로고
    • Fuzzy Logic & Geology
    • October
    • Fang, J.H.: "Fuzzy Logic & Geology," Geotimes, October, 23-26 (1997).
    • (1997) Geotimes , pp. 23-26
    • Fang, J.H.1
  • 16
    • 0028763687 scopus 로고
    • Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences
    • Oreskes, N., Shrader-Frechette, K. and Belitz, K.: "Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences," Science 263, 641-646 (1994).
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    • Oreskes, N.1    Shrader-Frechette, K.2    Belitz, K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.