SeismicWaves.jl is a Julia package for acoustic and elastic wave propagation simulations designed to be used in a Full-Waveform Inversion framework. It solves different flavours of the wave equation using the finite difference method.
The main features of SeismicWaves.jl are:
- checkpointing of forward simulations for adjoint method
- device agnostic backends (CPUs or GPUs) thanks to
ParallelStencil.jl
This package additionally provides some functions to solve inverse problems using the Hamiltonian Monte Carlo (HMC) method, as part of the G⁻¹Lab framework.
More information and an extensive list of features can be found in the documentation, which you can either find online or build locally by running the docs/make.jl file.
Warning: Documentation is currently minimal and work in progress!