The distributional finite difference method: an efficient method for modeling seismic wave propagation through 3D heterogeneous geological media.
Authors: masson yder , Faucher Florian 
Published: March 2020

&lt;p&gt;We present a novel numerical method called the Distributional Finite Difference method (DFD) for modeling elastodynamic wave propagation in complex heterogeneous media. Efficient wave propagation modeling is crucial for solving the inverse problem where thousands of simulations are needed to infer the Earth's internal structure. The proposed method elegantly combines advantages of the finite difference method (FD) and of the spectral element method (SEM). In the past decades, the Spectral Element Method has become a popular alternative to the Finite Difference method for modeling wave propagation through the Earth. Though this can be debated, SEM is often considered to be more accurate and flexible than FD. This is because SEM has exponential convergence, it allows to accurately model material discontinuities, and complex structures can be meshed using multiple elements. In the mean time, FD is often thought to be simpler and more computationally efficient, in particular because it relies on structured meshed that are well adapted to computational architectures. &amp;#160;The DFD method divides the computational domain in multiple blocks or elements that can be arbitrary large. Within each block, the computational operations needed to model wave propagation are very similar that of FD which leads to high efficiency. When using smaller elements, the DFD approach allows to mesh certain regions of space having complex geometry, thus ensuring high flexibility. The DFD method permits simple specification of boundary conditions and accurately account for free surfaces and solid/fluid interfaces. Further, depending on the chosen basis functions, the DFD method can achieve &quot;spectral like accuracy&quot;, &amp;#160;only a few (say 3) points per wavelength are need to model wave propagation accurately, i.e., with acceptable numerical dispersion. This results in significant reduction in memory usage. We present numerical examples demonstrating the advantages of the DFD method in various situations. We show that the DFD method si well adapted for modeling 3D wave propagation through the Earth.&amp;#160;&lt;/p&gt;&lt;p&gt;&lt;img 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&quot;&gt;&lt;/p&gt;