Estimation Of Reservoir Properties From Seismic Data By Smooth Neural Networks

Traditional joint inversion methods reqnire an a priori prescribed operator that links the reservoir properties to the observed seismic response. The methods also rely on a linearized approach to the solution that makes them heavily dependent on the selection of the starting model. Neural networks...

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Bibliographic Details
Main Authors: Saggaf, Muhammad M., Toksoz, M. Nafi, Mustafa, Husam M.
Other Authors: Massachusetts Institute of Technology. Earth Resources Laboratory
Format: Technical Report
Published: Massachusetts Institute of Technology. Earth Resources Laboratory 2012
Online Access:http://hdl.handle.net/1721.1/75457