FireDynamics / propti

PROPTI is an interface tool that couples simulation models with algorithms to solve the inverse problem of material parameter estimation in a modular way. It is designed with flexibility in mind and can communicate with arbitrary algorithm libraries and simulation models. Furthermore, it provides basic means of pre- and post-processing.
MIT License
15 stars 124 forks source link

Add functionality to generate latin hypercube input files #111

Open TristanHehnen opened 1 year ago

TristanHehnen commented 1 year ago

This functionality should be able to utilise the propti input to "just" generate simulation input files that are to be run externally via some batch system. The idea is to have some sampling scheme (latin hypercube, monte-carlo, saltelli,...) that generates all parameter sets right at the start. The result would be that propti creates all simulation input and possibly the job-files.

This is opposed to e.g. the SCE, where the new parameter sets are based on the previous generation. The simulations are not to be run by propti, but by the user manually.