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Found 5 papers, 3 papers with code
Scaling through abstractions -- high-performance vectorial wave simulations for seismic inversion with Devito
[Devito] is an open-source Python project based on domain-specific language and compiler technology.
Automatic Differentiation for Adjoint Stencil Loops
In this paper we present a novel combination of automatic differentiation and loop transformations that preserves the structure and memory access pattern of stencil loops, while computing fully consistent derivatives.
Devito: an embedded domain-specific language for finite differences and geophysical exploration
We introduce Devito, a new domain-specific language for implementing high-performance finite difference partial differential equation solvers.
Discrete Mathematics Geophysics
Architecture and performance of Devito, a system for automated stencil computation
Some of these are obtained through well-established stencil optimizers, integrated in the back-end of the Devito compiler.
Mathematical Software 65N06, 68N20
Firedrake: automating the finite element method by composing abstractions
Firedrake is a new tool for automating the numerical solution of partial differential equations.
Mathematical Software Numerical Analysis Numerical Analysis G.1.8; G.4
