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C. Farquharson

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Open access Oct 2026

Bayesian full waveform inversion using deep learning surrogate models

Full waveform inversion (FWI) is among the most accurate seismic imaging techniques, yet its Bayesian formulation remains computationally prohibitive. The gold-standard method, Markov chain Monte Carlo (McMC), requires hundreds of thousands of expensive forward simulations. Variational inference (VI) approaches offer...

Abolfazl Khan Mohammadi, A. Malcolm, C. Farquharson · 0 citations

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