PDEModel

class cuqi.model.PDEModel(PDE, range_geometry, domain_geometry)

Model based on an underlying cuqi.pde.PDE. In the forward method the PDE is assembled, solved and observed.

Parameters:

• PDE (cuqi.pde.PDE) – The PDE that specifies the forward operator.

• range_geometry (integer or cuqi.geometry.Geometry, optional) – If integer is given, a cuqi.geometry._DefaultGeometry is created with dimension of the integer.

• domain_geometry (integer or cuqi.geometry.Geometry, optional) – If integer is given, a cuqi.geometry._DefaultGeometry is created with dimension of the integer.

Variables:

• range_geometry – The geometry representing the range.

• domain_geometry – The geometry representing the domain.

__init__(PDE, range_geometry, domain_geometry)

Methods

__init__(PDE, range_geometry, domain_geometry)
forward(*args[, is_par])	Forward function of the model.
gradient(direction, *args[, ...])	Gradient of the forward operator (Direction-Jacobian product)

Attributes

domain_dim	The dimension of the domain
domain_geometry	The geometry representing the domain of the model.
number_of_inputs	The number of inputs of the model.
range_dim	The dimension of the range
range_geometry	The geometry representing the range of the model.