Hi Isabel

The function compute_projection_from_quadrature_points_matrix provides the 
matrix X that transforms your scalar data defined at the quadrature points to 
the nodes. The projection is constructed based on the criteria described in the 
documentation wherein product of the integral of the projection with arbitrary 
(discrete) w = the product of the integral of the function u with w (so they 
are equivalent in L^2 sense). 
i.e. (V_h,w) = (u,w) \forall w          (*)

The problem is we don't know u we only know the values at the quadrature points.

Thats OK though. We can integrate the LHS and RHS of (*) using a quadrature 
rule. The rhs_quadrature would then, sensibly, correspond to the quadrature 
rule you are using to integrate your system matrix. The LHS quadrature rule, in 
your case, should be the same as the RHS. 

You would only need different rules if you were projecting, say, a pressure 
determined using a single point quadrature rule to the nodes of your cell (i.e. 
there is a mismatch in the order of the projection). 

This function gives you the projection matrix X.

The next thing to understand is that that the Laplacian projected from the 
quadrature points on an element to the nodes will be globally discontinuous 
(generally). 

There well may be a way to do this more efficiently in deal.II but this way 
would work. You could for example simply project the Hessian of \phi (your 
scalar variable) to the midpoint of the cell and then determine the trace. This 
way you have one Laplacian per cell and you don't need to project back to the 
nodes. 

Regards
Andrew

Am 17 May 2010 um 5:12 PM schrieb Isabel Gil:

> Hi everybody:
> 
> In a previous email about calculating the Laplacian of a scalar field named  
> "phi", you have told me to use:
> 
> FETools::compute_projection_from_quadrature_points_matrix     (       const 
> FiniteElement< dim > &    fe,
> 
> 
> const Quadrature< dim > &     lhs_quadrature,
> 
> 
> const Quadrature< dim > &     rhs_quadrature,
> 
> 
> FullMatrix< double > &        X        
> 
> )     
> 
> So I want to calculate "rho(x,y,z)=-div(grad(phi))".
> 
> And I have:
> 
> QGauss<DIMENSION> quadrature_formula(3);
> const unsigned int n_q_points = quadrature_formula.n_quadrature_points; 
> FEValues<DIMENSION> fe_values (fe_fc, quadrature_formula, 
>                                             UpdateFlags(update_values         
>    |
>                                                         update_gradients      
>    |
>                                                         update_q_points       
>    |
>                                                         update_normal_vectors 
>    |
>                                                         
> update_second_derivatives|
>                                                         //update_hessians|
>                                                         update_JxW_values));
>   
> std::vector< Tensor< 2, DIMENSION > > values;
> values.resize(n_q_points);
> 
> std::vector<double > values2;
> values2.resize(n_q_points);
> 
> .
> .
> .
>  for (; cell_p!=endc; ++cell_p)
>   {
>   cell_rhs=0.0;
>   fe_values.reinit (cell_p);
>   fe_values.get_function_2nd_derivatives (phi, values); 
>      for (unsigned int q_point=0;q_point<n_q_points;q_point++)
>            
> values2[q_point]=(values[q_point][0][0]+values[q_point][1][1]+values[q_point][2][2]);
> 
> .
> .
> .
> }
> 
> It is clear that "fe_fc" is the variable "fe" in method 
> FETools::compute_projection_from_quadrature_points_matrix()
> 
> But, how should I take the variables "lhs_quadrature", "rhs_quadrature" and 
> the matrix "X". All of them are the variables inside the previous method.
>          
> Or perhaps there is an easier way to calculate the Laplacian of a known 
> scalar field.
> 
> Thanks in advace.
> My best.
> Isa
> 
> Andrew McBride escribió:
>> 
>> Sorry, I meant the trace of the Hessian. 
>> 
>> You only need the Jacobian determinant if you performing an integration and 
>> need to transform the limits of integration. The value of the interpolation 
>> function at the quadrature points on the reference cell and the actual cell 
>> are the same.
>> 
>> You would need to divide by the volume of the cell to get the average value 
>> on the cell.
>> 
>> Andrew
>> 
>> Am 17 May 2010 um 11:56 AM schrieb Isabel Gil:
>> 
>>> Hi!
>>> 
>>> Thanks for your answer.
>>> 
>>> Andrew McBride escribió:
>>>> 
>>>> Hi Isabel
>>>> 
>>>> I'm confused by a couple of things.
>>>> 
>>>> You want to determine the trace of the Laplacian of Phi at the quadrature 
>>>> points and then extrapolate the calculated values back to the nodes? Why 
>>>> are you multiplying the value at the quadrature point by 
>>>> fe_values.JxW(q_point)? This implies that you are doing integration based 
>>>> on nodal values as opposed to extrapolation. What you want to do is just 
>>>> extrapolate the quadrature point data back to the nodes without 
>>>> integrating. The function you need to do this 
>>>> FETools::compute_projection_from_quadrature_points_matrix 
>>>> The projection is on an element so the result will be globally 
>>>> discontinuous. 
>>>>   
>>> What I want to calculate is the Laplacian of Phi over the nodes of my mesh.
>>> 
>>> When I use the loop "for (unsigned int 
>>> q_point=0;q_point<n_q_points;q_point++)", I always multiply by 
>>> "fe_values.JxW(q_point)" to get  the transformation from reference to real 
>>> cell.
>>>> 
>>>> In calculating the integral why are you using the 
>>>> fe_face_values.get_function_values (rho,values)? I would extrapolate the 
>>>> values at the nodes to the quadrature points and then integrate them using 
>>>> a sum over the quadrature points and multiplying each  quadrature point 
>>>> contribution by fe_values.JxW(q_point). There may even be a deal function 
>>>> that does this?
>>>>   
>>> Sorry, I made a mistake :-[ . What I wanted to use (and indeed I use) was  
>>> "fe_values.get_function_values (rho,values);"
>>> But, once I have the "integral" value, should I divide it by the volume to 
>>> get the average or does the "integral" value itself contain the  avarage?
>>> 
>>> Thanks again.
>>> Best.
>>> Isa 
>>>> Cheers
>>>> Andrew
>>>> 
>>>> 
>>>> 
>>>> Am 17 May 2010 um 10:58 AM schrieb Isabel Gil:
>>>> 
>>>>   
>>>>> Hi!
>>>>> 
>>>>> I have the value of the scalar phi(x,y,z) and I would like to calculate 
>>>>> rho(x,y,z)=- const*div(grad(phi)), so I do:
>>>>> .
>>>>> .
>>>>> .
>>>>> for (; cell_p!=endc; ++cell_p)
>>>>>   {
>>>>>   cell_rhs=0.0;
>>>>>   fe_values.reinit (cell_p);
>>>>>   fe_values.get_function_2nd_derivatives (phi, values);   
>>>>>   for (unsigned int i=0; i<dofs_per_cell; ++i)
>>>>>          
>>>>>                 cell_rhs(i)-=const*fe_values.shape_value(i,q_point)*
>>>>>                           
>>>>> (values[q_point][0][0]+values[q_point][1][1]+values[q_point][2][2])*fe_values.JxW(q_point);
>>>>> 
>>>>>   cell_p-> get_dof_indices(local_dof_indices);
>>>>>   for (unsigned int i=0;i<dofs_per_cell;++i)
>>>>>         rho(local_dof_indices[i]) += cell_rhs(i);          }
>>>>> 
>>>>> Secondly, I would like to calculate the average rho, so I do:
>>>>> 
>>>>> double integral=0.0;
>>>>> 
>>>>> for (; cell_p!=endc; ++cell_p)
>>>>>   {
>>>>>   fe_values.reinit (cell_p);
>>>>>   fe_face_values.get_function_values (rho,values);
>>>>> 
>>>>>         for (unsigned int q_point=0;q_point<n_q_points;q_point++)
>>>>>                integral += values[q] * fe_face_values.JxW(q);
>>>>>   }
>>>>> 
>>>>> Are both pieces of code all right?
>>>>> 
>>>>> Does the value of integral correspond to {(1/Volume)*integral (rho)} or 
>>>>> only to {integral(rho)}?
>>>>> 
>>>>> Thanks in advance.
>>>>> Best
>>>>> Isa
>>>>> 
>>>>> _______________________________________________
>>>>> dealii mailing list http://poisson.dealii.org/mailman/listinfo/dealii
>>>>>     
>>>> 
>>>>   
>>> 
>>> 
>>> _______________________________________________
>>> dealii mailing list http://poisson.dealii.org/mailman/listinfo/dealii
>> 
> 
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