Breaking Boundaries in Geophysics: Improve Seismic Resolution using Machine Learning

Описание

In this video, we explore the latest breakthrough in seismic post-processing: machine learning. Learn how to enhance your low-resolution seismic data and turn it into a clear, accurate image with advanced algorithms and techniques. With improved faulting features and greater accuracy in subsurface interpretation, this is a game-changer for the field of geophysics. Join us as we dive into this cutting-edge technology and witness the power of machine learning in seismic post-processing.

? Resources:
Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising - https://ieeexplore.ieee.org/document/9364884
Random noise suppression and super-resolution reconstruction algorithm of seismic profile based on GAN - https://link.springer.com/article/10.1007/s13202-021-01447-0

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I am Chief Technical Officer at a software company that develops AI/ML solutions for the Oil and Gas. I am passionate about AI and its application in Oil and Gas. For many years, I have been developing and launching solutions based on AI for various aspects of geoscience and petroleum engineering. I make videos about Deep Learning and Machine Learning applications within Oil and Gas.

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