HOW A BAYESIAN APPROACH CAN OVERCOME NOISY DATA AND INTERPRETATION
helmerichpayne
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helmerichpayne
Ongoing, First published Jan 08, 2024
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Viterbi is an established algorithm with many applications, but the splitting of stratigraphic mappings into a Bayesian state space and application of Viterbi is novel and allows for efficient, probabilistic solution-finding. The whole space of possible solutions can be considered, and implicitly gives solution likelihoods. The technique also accounts for the complexity of produced solutions. Read out the full tech paper here: https://www.helmerichpayne.com/resources/technical-publications/how-a-bayesian-approach-can-overcome-noisy-data-and-interpretation-ambiguity-in-automated-geosteering or contact us here: https://www.helmerichpayne.com/contact.
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