AVO inversion by artificial neural networks (ANN)

SEG Technical Program Expanded Abstracts

Volumn 19, Issue 1, 2000, Pages 130-133

  Sun, Qiang ^a   Castagna, John ^a   Liu, Zhengping ^a  

^a UNIVERSITY OF OKLAHOMA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0005962870     PISSN: 10523812     EISSN: 19494645     Source Type: Conference Proceeding    
DOI: 10.1190/1.1815637     Document Type: Conference Paper

References (5)

1. Castagna, J . P, 1993, AVO Analysis - Tutorial and Review: in Castagna, J. P., and Backus, M. M., Eds., Offset-dependent Reflectivity - Theory and Practice of AVO Analysis, SEG.
2. Castagna, J. P., Swan, H. W., and Foster, D. J, 1998, Framework for AVO gradient and intercept interpretation: Geophysics, Vol. 63, No. 3, P. 948-956.
3. Hornik, K., Multilayer feedforward networks are universal approximators: Neural Networks, Vol. 2, No. 5 (1989), P 359-366.
4. Liu, Z. P., Liu, J. Q., Castagna, J.P., and Pan, C. H., 1998, An iterative inversion of seismic data constrained by wells using artificial neural networks: Offshore Technology Conference.
5. Liu, Z. P., and Liu, J. Q. , 1998, Seismic-controlled nonlinear extrapolation of well parameters using neural networks: Geophysics, Vol. 63, No. 6, P. 2035-2041.