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LinStat.DetailedModel Class Reference

Detailed Description

Detailed model for a linear stationary problem with a Finite element discretization.

This is a detailed model for a problem type rb_problem_type = "LinStat"

It solves finite element discretization of the form

\[ A u = r, \]

with a matrix \(A\) and a right hand side \(r\) returned by [A,r] = descr.operators(descr, model_data)

Furthermore, an output fuctional can be defined by the description field descr.operators_output(descr, model_data);

Definition at line 18 of file DetailedModel.m.

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Public Member Functions

 DetailedModel (ModelDescr descr)
 constructor based on problem description More...
 
function
sim_data = 
detailed_simulation (ModelData model_data)
 function performing the detailed simulation of a lin-stat model, i.e. the matrix and RHS assembly and solving of the system, possibly also output computation. More...
 
function ModelData
model_data = 
gen_model_data ()
 generates large model data. More...
 
function p = plot_sim_data (ModelData model_data, sim_data, plot_params)
 plots the simulation data as returned by detailed_simulation() More...
 
- Public Member Functions inherited from IDetailedModel
 IDetailedModel (descr)
 constructor More...
 
function
isequal = 
eq (IDetailedModel other)
 overloaded equality (==) operator, by default comparing the descr variables More...
 
function IDetailedModel this = set_mu (mu)
 sets the active parameter vector \(\mu \in {\cal M}\) More...
 
function mu = get_mu ()
 returns the active parameter vector \(\boldsymbol\mu \in {\cal M}\) More...
 
virtual function
sim_data = 
detailed_simulation (model_data)
 executes a detailed simulation for a given parameter More...
 
virtual function p = plot_sim_data (model_data, sim_data, plot_params)
 plots the simulation data as returned by detailed_simulation() More...
 

Static Public Member Functions

static function U = get_dofs_from_sim_data (sim_data)
 extracts the \(H\) dimensional Dof vector from the sim_data structure More...
 
- Static Public Member Functions inherited from IModel
static function ok = struct_check (descr, checks)
 executes checks on the fields of a structure object More...
 

Additional Inherited Members

- Public Attributes inherited from IDetailedModel
 descr
 The description structure holding information about the analytical parametrized problem and its discretization. More...
 
 decomp_mode
 
 mu_names
 cell array of strings describing the parameters of the model More...
 
 mu_ranges
 cell array of vectors of size two defining the allowed interval range for the parameter components More...
 
 verbose
 an integer defining the verbosity level of information output during basis generation More...
 
 debug
 an integer defining the debugging level controlling error output and extra tests during basis generation More...
 
- Public Attributes inherited from IModel
 num_cpus = 4
 The number of CPUs used for parallel sessions. More...
 
 decomp_mode
 Decomposition operation mode. More...
 
 mu_names
 cell array of strings describing the parameters of the model More...
 
 mu_ranges
 cell array of vectors of size two defining the allowed interval range for the parameter components More...
 
 verbose
 an integer defining the verbosity level of information output during basis generation More...
 
 debug
 an integer defining the debugging level controlling error output and extra tests during basis generation More...
 
- Static Public Attributes inherited from IDetailedModel
static const  base_checks
 this structure holds variable names that need to be defined by the descr structure. More...
 
- Static Public Attributes inherited from IModel
static const  time_checks
 This constant can be used for a consistency check of time evolution members in the ModelDescr with help of IModel.struct_check() More...
 

Constructor & Destructor Documentation

LinStat.DetailedModel.DetailedModel ( ModelDescr  descr)

constructor based on problem description

Parameters
descrstructure describing the problem and the discretization

Definition at line 42 of file DetailedModel.m.

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Member Function Documentation

function sim_data = LinStat.DetailedModel.detailed_simulation ( ModelData  model_data)

function performing the detailed simulation of a lin-stat model, i.e. the matrix and RHS assembly and solving of the system, possibly also output computation.

Parameters
model_dataMatlab structure storing (possibly) high dimensional data needed by IDetailedModel.detailed_simulation().
Return values
sim_datastructure holding the \(H\)-dimensional simulation data.
Required fields of model_data:
  • df_info —  feminfo object holding info about the Finite element function space.
Generated fields of sim_data:
  • uh —  a femdiscfunc simulation result.
  • s —  DOFs of the output functional.

Definition at line 19 of file detailed_simulation.m.

function ModelData model_data = LinStat.DetailedModel.gen_model_data ( )
virtual

generates large model data.

This function generates e.g. a grid, which is not to be stored in the model, but required for numerics.

Return values
model_dataMatlab structure storing high dimensional data needed by detailed_simulation().

Implements IDetailedModel.

Definition at line 19 of file gen_model_data.m.

static function U = LinStat.DetailedModel.get_dofs_from_sim_data (   sim_data)
staticvirtual

extracts the \(H\) dimensional Dof vector from the sim_data structure

Parameters
sim_datamatlab struct with simulation data generated e.g. by detailed_simulation() or rb_reconstruction() methods.
Return values
U\(H\) dimensional Dof vector

Implements IDetailedModel.

Definition at line 63 of file DetailedModel.m.

function p = LinStat.DetailedModel.plot_sim_data ( ModelData  model_data,
  sim_data,
  plot_params 
)

plots the simulation data as returned by detailed_simulation()

This method actually calls femdiscfunc.plot().

Parameters
model_dataMatlab structure storing (possibly) high dimensional data needed by IDetailedModel.detailed_simulation().
sim_datasimulation data structure as returned by detailed_simulation()
plot_paramsstructure which controls the plot output
Return values
pGUI handle to the created MATLAB figure
Required fields of sim_data:
Optional fields of plot_params:
  • subsampling_level —  number of sampling steps for interpolation of discrete Finite element functions. (default = 10)
  • title —  title of the plot

Definition at line 19 of file plot_sim_data.m.


The documentation for this class was generated from the following files: