Combination of dependent realizations within the gradual deformation method

Mathematical Geology

Volumn 34, Issue 8, 2002, Pages 953-963

  Hu, Lin Y ^a  

^a IFP ENERGIES NOUVELLES   (France)

Author keywords

Conditional simulation; Cross covariance; Optimization; Parameterization; Vector space

Indexed keywords

DEFORMATION; NUMERICAL METHOD;

EID: 1142270823     PISSN: 08828121     EISSN: 15738868     Source Type: Journal    
DOI: 10.1023/A:1021316707087     Document Type: Article

References (9)

1. Feller, W., 1971, An introduction to probability theory and its applications, vol. II: John Wiley & Sons, New York, 669 p.
2. Hu, L. Y., 2000, Gradual deformation and iterative calibration of Gaussian-related stochastic models: Math. Geol., v. 32, no. 1, p. 87-108.
3. Hu, L. Y., and Blanc, G., 1998, Constraining a reservoir facies model to dynamic data using a gradual deformation method, Paper B-01 : Proc. 6th European Conference on Mathematics of Oil Recovery (ECMOR VI), 8-11 September 1998, Peebles, Scotland.
4. Journel, A. G., and Huijbregts, C. J., 1978, Mining geostatistics: Academic Press, London, 600 p.
5. Le Ravalec, M., Noetinger, B., and Hu, L. Y., 2000, The FFT moving average (FFT-MA) generator: An efficient numerical method for generating and conditioning Gaussian simulations: Math. Geol., v. 32, no. 6, p. 701-723.
6. Le Ravalec-Dupin, M., and Noetinger, B., 2002, Optimization with the gradual deformation method: Math. Geol., v. 34, no. 2, p. 125-142.
7. Matheron, G., 1965, Les variables régionalisées et leur estimation - Une application de la théorie des fonctions aléatoires aux Sciences de la Nature: Masson, Paris, 305 p.
8. Roggero, F., and Hu, L. Y., 1998, Gradual deformation of continuous geostatistical models for history matching, Paper SPE 49004: Proc. SPE Annual Technical Conference and Exhibition, New Orleans.
9. Ying, Z., and Gomez-Hernandez, J. J., 2000, An improved deformation algorithm for automatic history matching: Report 13, Stanford Center for Reservoir Forecasting (SCRF) Annual Report, Stanford, CA.