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A GPGPU pipeline for fast synthesis of 3D seismic
- Publisher: European Association of Geoscientists & Engineers
- Source: Conference Proceedings, Fourth EAGE Workshop on High Performance Computing for Upstream 2019, Oct 2019, Volume 2019, p.1 - 5
Abstract
Summary
Increasing the productivity of seismic imaging workflow through efficient simulation pipelines is a mandatory task for any Oil & Gas company nowadays. In this work, we propose a GPGPU pipeline for fast synthesis of seismic data that encompasses high-performance geostatistical simulation of rock properties and efficient numerical propagation of acoustic waves to deliver a large data set of 3D seismic cubes with spatially-varying properties, enabling the training and assessment of recently-proposed neural network architectures for seismic inversion.
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