`altar.models.seismic.cuda.cudaStaticCp`

Module Contents

Classes

class altar.models.seismic.cuda.cudaStaticCp.cudaStaticCp

Bases: altar.models.seismic.cuda.cudaStatic.cudaStatic

Static inversion with Cp (prediction error due to model parameter uncertainty)

nCmu

doc = the number of model parameters with uncertainties (or to be considered)

cmu_file

doc = the covariance describing the uncertainty of model parameter, a nCmu x nCmu matrix

kmu_file

doc = the sensitivity kernel of model parameters, a hdf5 file including nCmu kernel data sets

initial_model_file

doc = the initial mean model

beta_cp_start

doc = for beta >= beta_cp_start, incorporate Cp into Cd

beta_use_initial_model

doc = for beta <= beta_use_initial_model, use initial_model instead of mean model

dtype_cp

doc = single/double precision to compute Cp

gCmu

gInitModel

gMeanModel

initialize(self, application): Initialize the state of the model given a {problem} specification

initializeCp(self): Initialize Cp related :return:

updateModel(self, annealer): Model method called by Sampler before Metropolis sampling for each beta step starts, employed to compute Cp and merge Cp with data covariance :param annealer: the annealer for application :return: True or False if model parameters are updated or remain the same

computeCp(self, model, cp=None): Compute Cp with a mean model :param model: :return: