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- W4212891473 abstract "This chapter focuses on the numerical inversion of borehole resistivity measurements using gradient-based methods. We first describe the formulation and its solution strategy, which computes the Jacobian and possibly the Hessian matrices with adjoint methods. We then discuss the effect of the solution regularity, possible stopping criteria, and some uncertainty quantification methods. In the following, we illustrate the performance and limitations of gradient-based inversion methods when applied to the inversion of borehole resistivity measurements. We emphasize the preventive techniques that a modeler may use to overcome (or at least to be aware of) certain limitations of gradient-based inverse algorithms, such as the existence of multiple local minima." @default.
- W4212891473 created "2022-02-24" @default.
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- W4212891473 date "2021-01-01" @default.
- W4212891473 modified "2023-10-17" @default.
- W4212891473 title "Inverse problems" @default.
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- W4212891473 doi "https://doi.org/10.1016/b978-0-12-821454-1.00018-2" @default.
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