Structured tensor formats for missing-trace interpolation and beyond

TitleStructured tensor formats for missing-trace interpolation and beyond
Publication TypeSINBAD Presentation
AuthorsCurt Da Silva, Felix J. Herrmann
PublisherSINBAD
Year of Publication2013
Abstract

High-dimensional data, alternatively known as tensors, occurs in a variety of seismic problems. By exploiting the fact that seismic data can be well represented as a structured tensor, we design algorithms that operate on much lower dimensional parameters. In this talk, we will review some recent developments in interpolating seismic data volumes in the so-called Hierarchical Tucker format as well as demonstrate the need for such formats when tackling high-dimensional problems such as Uncertainty Quantification.

KeywordsPresentation, private, SINBAD, SINBADFALL2013, SLIM
URLhttps://www.slim.eos.ubc.ca/Publications/Private/Conferences/SINBAD/2013/Fall/dasilva2013SINBADstf/dasilva2013SINBADstf.pdf
Citation Keydasilva2013SINBADstf