Tinted detail of a photo: Thin-section micrograph of a pale, rounded feldspar grain wrapped in curving dark and light bands of fine-grained rock, cut and slightly offset by straight diagonal cracks.
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Seismology
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Alex Saoulis

Seismic Denoising meets Generative Image Models

Seismic Denoising meets Generative Image Models

What’s the connection between novel generative image models and seismic denoising? Daniele Trappolini from Sapienza Università di Roma has led an effort to utilise these exciting techniques for seismological applications. This blog post will give a beginner-friendly introduction to generative modelling and ‘diffusion’ models, before explaining how Daniele and his group have been using them to …[Read More]