fteikpy

fteikpy

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fteikpy is a Python library that computes accurate first arrival traveltimes in 2D and 3D heterogeneous isotropic velocity models. The algorithm handles properly the curvature of wavefronts close to the source which can be placed without any problem between grid points.

The code is based on FTeik <https://github.com/Mark-Noble/FTeik-Eikonal-Solver>__ implemented in Python and compiled just-in-time <https://en.wikipedia.org/wiki/Just-in-time_compilation>__ with numba <https://numba.pydata.org/>__.

.. figure:: https://raw.githubusercontent.com/keurfonluu/fteikpy/master/.github/sample.gif :alt: sample-marmousi :width: 100% :align: center

Computation of traveltimes and ray-tracing on smoothed Marmousi velocity model.

Features

Forward modeling:

• Compute traveltimes in 2D and 3D Cartesian grids with the possibility to use a different grid spacing in Z, X and Y directions,
• Compute traveltime gradients at runtime or a posteriori,
• A posteriori 2D and 3D ray-tracing.

Parallel:

• Traveltime grids are seemlessly computed in parallel for different sources,
• Raypaths from a given source to different locations are also evaluated in parallel.

Installation

The recommended way to install fteikpy and all its dependencies is through the Python Package Index:

.. code:: bash

pip install fteikpy --user

Otherwise, clone and extract the package, then run from the package location:

.. code:: bash

pip install . --user

To test the integrity of the installed package, check out this repository and run:

.. code:: bash

pytest

Documentation

Refer to the online documentation <https://keurfonluu.github.io/fteikpy/>__ for detailed description of the API and examples.

Alternatively, the documentation can be built using Sphinx <https://www.sphinx-doc.org/en/master/>__:

.. code:: bash

pip install -r doc/requirements.txt sphinx-build -b html doc/source doc/build

Usage

The following example computes the traveltime grid in a 3D homogeneous velocity model:

.. code-block:: python

import numpy as np from fteikpy import Eikonal3D

Velocity model

velocity_model = np.ones((8, 8, 8)) dz, dx, dy = 1.0, 1.0, 1.0

Solve Eikonal at source

eik = Eikonal3D(velocity_model, gridsize=(dz, dx, dy)) tt = eik.solve((0.0, 0.0, 0.0))

Get traveltime at specific grid point

t1 = tt[0, 1, 2]

Or get traveltime at any point in the grid

t2 = tt(np.random.rand(3) * 7.0)

Contributing

Please refer to the Contributing Guidelines <https://github.com/keurfonluu/fteikpy/blob/master/CONTRIBUTING.rst>__ to see how you can help. This project is released with a Code of Conduct <https://github.com/keurfonluu/fteikpy/blob/master/CODE_OF_CONDUCT.rst>__ which you agree to abide by when contributing.

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