Porosity.jl is a rock physics modeling and inference library written in julia, providing performant, AD compatible and scalable codes.
Check out the documentation here
Porosity.jl allows you to model geophysical observables from rock physics parameters., e.g., taking rock physics parameters from a model of mid-ocean ridge (Sim et al., 2020
) :
The package also allows inference of rock physics parameters, while including different constraints (e.g. thermodynamics constraints). This allows you to obtain posteriors for these parameters (recreating Fig. 3 in Blatter et al., 2022):
