Corpus ID: 211259059

Joint geophysical, petrophysical and geologic inversion using a dynamic Gaussian mixture model

@article{Astic2020JointGP,
  title={Joint geophysical, petrophysical and geologic inversion using a dynamic Gaussian mixture model},
  author={Thibaut Astic and L. Heagy and D. Oldenburg},
  journal={ArXiv},
  year={2020},
  volume={abs/2002.09515}
}
We present a framework for petrophysically and geologically guided inversion to perform multi-physics joint inversions. Petrophysical and geological information is included in a multi-dimensional Gaussian mixture model that regularizes the inverse problem. The inverse problem we construct consists of a suite of three cyclic optimizations over the geophysical, petrophysical and geological information. The two additional problems over the petrophysical and geological data are used as a coupling… Expand

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