Numerical wave propagation aided by deep learning
Work
Year: 2022
Type: article
Abstract: We propose a deep learning approach for wave propagation in media with multiscale wave speed, using a second-order linear wave equation model. We use neural networks to enhance the accuracy of a given... more
Source: Journal of Computational Physics
Authors Hieu Nguyen, Richard Tzong‐Han Tsai
Institutions University of Basel, The University of Texas at Austin
Cites: 45
Cited by: 9
Related to: 10
FWCI: 1.627
Citation percentile (by year/subfield): 80.94
Subfield: Computational Theory and Mathematics
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
APC paid (est): $3,750