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PINN-based inversion algorithm for parallel- and perpendicular-to-bedding plane resistivity

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misaelmmorales/Anisotropic-Resistivity-Inversion

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README.md
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demo_GradientBased.ipynb
demo_GradientBased.ipynb
 
 
main.py
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main_CompareResults.ipynb
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main_GradientBased.ipynb
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main_PINN.ipynb
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main_UncertaintyQuantification.ipynb
main_UncertaintyQuantification.ipynb
 
 
main_make_plots.ipynb
main_make_plots.ipynb
 
 

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Fast inversion for parallel- and perpendicular-to-bedding plane resistivity

Repository to accompany the paper:

Misael M. Morales, Ali Eghbali, Oriyomi Raheem, Michael Pyrcz, and Carlos Torres-Verdin. (2024). Anisotropic resistivity inversion and uncertainty quantification: A comparison between gradient-based inversion and physics-informed neural network inversion.

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PINN-based inversion algorithm for parallel- and perpendicular-to-bedding plane resistivity

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