get_true_param_aniso_sim: Transform parameters in anisotropic simulation class to...

In AIUQ: Ab Initio Uncertainty Quantification

Transform parameters in anisotropic simulation class to parameters structure in MSD function

Description

Transform parameters in aniso_simulation class to parameters contained in MSD function with structure theta in get_MSD. Prepare for truth MSD construction.

Usage

get_true_param_aniso_sim(param_truth, model_name)

Arguments

param_truth	parameters used in aniso_simulation class
model_name	stochastic process used in aniso_simulation, options from ('BM','OU','FBM','OU+FBM')

Value

A vector of parameters contained in MSD with structure theta in get_MSD.

Author(s)

Yue He [aut], Xubo Liu [aut], Mengyang Gu [aut, cre]

Examples

library(AIUQ)
# Simulate simple diffusion for 100 images with 100 by 100 pixels and
# distance moved per time step is 0.5
aniso_sim_bm = aniso_simulation(sz=100,len_t=100,sigma_bm=c(0.5,0.1))
show(aniso_sim_bm)
get_true_param_aniso_sim(param_truth=aniso_sim_bm@param,model_name=aniso_sim_bm@model_name)

AIUQ documentation built on July 2, 2024, 9:06 a.m.