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Bayesian Gaussian Mixture Linear Inversion in Geophysical Inverse Problems

Proceedings, 2015
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Dario Grana   +2 more
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Geophysical inversion versus machine learning in inverse problems

The Leading Edge, 2018
Geophysical inversion and machine learning both provide solutions for inverse problems in which we estimate model parameters from observations. Geophysical inversions such as impedance inversion, amplitude-variation-with-offset inversion, and traveltime tomography are commonly used in the industry to yield physical properties from measured seismic data.
Yuji Kim, Nori Nakata
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Sparsity in Inverse Geophysical Problems

2010
Many geophysical imaging problems are ill-posed in the sense that the solution does not depend continuously on the measured data. Therefore, their solutions cannot be computed directly but instead require the application of regularization. Standard regularization methods find approximate solutions with small L 2 norm.
Grasmaier, M.   +2 more
openaire   +4 more sources

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