Usage

To use pherosensor-toolbox in a project:

import pherosensor

Tutorials

An example of use of the packages pheromone_dispersion and source_localization can be found in the following tutorials:

Direct problem: modeling pheromone propagation

Inverse problem: Biology-informed assimilation of pheromone sensors data in the pheromone propagation model

The different numerical schemes for the differential operators, of the PDE of the direct and adjoint models and for the estimation of the gradient can be tested independently with dedicated tutorials:

Test of the numerical scheme of the advection operator

Test of the numerical scheme of the diffusion operator

Test of the numerical scheme of the adjoint of the advection operator

Test of the adjoint operators

Test of the numerical scheme of the adjoint model

Test of the direct model

Test of the gradient

These tutorials can be found in the folder ./tutorials of the repository as jupyter notebooks.

Additional example of use

Additional example of use can be found at https://doi.org/10.5281/zenodo.11175423 or alternatively can be cloned with:

git clone https://forgemia.inra.fr/pherosensor/companion-code-bi-da.git

These examples are the companion codes of the publication https://hal.inrae.fr/hal-04572831