'Forward and inverse radiative transport using adding-doubling'
Project description
iadpython will ultimately be a pure Python module to calculate multiple light scattering (radiative transport) in layered materials. Calculations are done using van de Hulst’s adding-doubling technique.
Currently, the pure-python code only does the forward calculation. The long-term goal is to do the inverse calculation (reflection and transmission measurements to intrinsic absorption and scattering properties).
To do inverse calculations, a python interface to the inverse adding-doubling package written in C by Scott Prahl. This works nows but is a nuisance to install an maintain because of the dependence on the C library.
The original adding-doubling was developed by van de Hulst to model light propagation through layered media. It was extended to handle Fresnel reflection at boundaries as well as interactions with integrating spheres. Finally, the code was further extended to handle lost light by including Monte Carlo techniques.
Usage
import iadpython as iad
albedo = 0.8 anisotropy = 0.9 optical_thickness = 2.0
UR1, UT1 = iad.
For examples and use cases, see the docs folder on github or view iadpython.readthedocs.com
Installation
First install the iad library
git clone https://github.com/scottprahl/iad.git
cd iad make install-lib
Then install this python module using pip
pip install –user iadpython
Test by changing the iadpython directory and doing
prompt> ad -a 0.5
Then, add the iadpython directory to your PYTHONPATH or somehow
Dependencies
For installation: setuptools
Required Python modules: numpy, matplotlib, ctypes, scipy
License
iadpython is licensed under the terms of the MIT license.
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