I found why it's not going further down ! It was just that the GPL file 
saved is with a precision of 6 digits which corresponds with the error per 
dofs when I norm my error plot by the solution.

Thanks for the help everyone !

On Friday, October 11, 2019 at 9:51:40 AM UTC+2, Félix Bunel wrote:
>
> Hi thank you very much !
>
> That was the problem I believe ! THANKS A LOT ! Now the error go down 
> quadratically at the beginning. 
>
> Then it goes up again linearly which i find very strange... I believe it's 
> because I haven't set enough precision in the solving process or maybe i'm 
> reaching machine precision...
>
>
>
> On Thursday, October 10, 2019 at 10:12:07 PM UTC+2, luca.heltai wrote:
>>
>> Dear Felix, 
>>
>> by any chance, did you take a look at step 10? 
>>
>> https://www.dealii.org/current/doxygen/deal.II/step_10.html 
>>
>> This step explains a little bit what to do when you want to solve on 
>> curved domains with high order finite elements. In particular, you need to 
>> ensure that the mapping you are using (from the reference element to the 
>> current element) is at least of the same order of your finite element 
>> method, if you want to achieve the correct convergence rates. In your case, 
>> you are using a MappingQ1 (the default mapping, if you don’t specify 
>> anything). With that, you won’t go beyond 2nd order in L2. If you use 
>> MappingQ2, you should see again the optimal convergence rates. 
>>
>> Best, 
>> Luca. 
>>
>> > On 10 Oct 2019, at 14:11, Félix Bunel <bunel...@gmail.com> wrote: 
>> > 
>> > Thanks for your answer ! 
>> > 
>> > I'm working in 2D on a disk ! 
>> > 
>> > This is my mesh on the 4 cycle of refinement (which I never use in 
>> practice because it's not refined enough for what I want to do). 
>> > 
>> > <Auto Generated Inline Image 1.png> 
>> > 
>> > I don't think I have a mapping object... 
>> > What i do to initalize my system on phi is : 
>> > //On génère le dofhandler 
>> >     phi_dof_handler.distribute_dofs (phi_fe); 
>> > 
>> >     //On génère les conditions aux bords 
>> >     phi_constraints.clear(); 
>> >     DoFTools::make_hanging_node_constraints(phi_dof_handler, 
>> phi_constraints); 
>> >     VectorTools::interpolate_boundary_values(phi_dof_handler, 
>> >                                              0, 
>> >                                              ZeroFunction<2>(1), 
>> >                                              phi_constraints 
>> >                                             ); 
>> > 
>> >     //On créer le sparsity pattern 
>> >     DynamicSparsityPattern dsp(phi_dof_handler.n_dofs()); 
>> >     DoFTools::make_sparsity_pattern (phi_dof_handler, dsp); 
>> >     phi_sparsity_pattern.copy_from(dsp); 
>> > 
>> >     //On resize les objets à la bonne taille 
>> >     phi_system_matrix.reinit (phi_sparsity_pattern); 
>> >     phi_solution.reinit (phi_dof_handler.n_dofs()); 
>> >     phi_old_solution.reinit (phi_dof_handler.n_dofs()); 
>> >     phi_system_rhs.reinit (phi_dof_handler.n_dofs()); 
>> > 
>> >     //On affiche les infos intéressantes 
>> >     std::cout << YELLOW << "     Nombre de degrés de liberté pour les 
>> angles : " 
>> >               << RESET  << WHITE  << phi_dof_handler.n_dofs() << RESET 
>> >               << std::endl; 
>> > 
>> > 
>> > 
>> > Le jeudi 10 octobre 2019 14:00:23 UTC+2, Bruno Blais a écrit : 
>> > A quick question, since you are working on a sphere, are you specifying 
>> a mapping of the same order as your phi? 
>> > 
>> > On Wednesday, 9 October 2019 08:57:45 UTC-4, Félix Bunel wrote: 
>> > Hello everyone. 
>> > 
>> > I'm having some trouble to understand the convergence rate i'm 
>> observing in my code. 
>> > 
>> > Here is what i'm solving : 
>> > 
>> > - I'm in 2D on a round mesh. 
>> > - I'm solving a simple Poisson equation on this mesh for a variable 
>> named Phi the solution is known for this and is 1-x^2-y^2 
>> > - With this solution phi I'm then solving a Stokes equation that has 
>> special terms that depends on phi. 
>> > 
>> > For the stokes problem i'm using the usual mixed fe element as such : 
>> > stokes_fe(FE_Q<2>(2), 2, 
>> >           FE_Q<2>(1), 1), 
>> > So second order for the speeds and first order for the pressure (just 
>> like in the boussinesq problem from the tutorials. 
>> > 
>> > For the poisson/phi problem, i'm using FE_Q<2>  also 
>> > initialized as such : 
>> > phi_fe (2), 
>> > So second order. 
>> > 
>> > For a special case, I have a known solution which is u=v=0 and p of the 
>> form 1-x^2-y^2 (just like phi) 
>> > And i have solved this on multiple refinement cycle which gives me 
>> different number of dofs and cellsize. 
>> > 
>> > 
>> > The thing is, when I plot the error as a function of the maximum cell 
>> diameter, I get a quadratic convergence rate for the speed, and a linear 
>> rate for P and phi. 
>> > What surprises me is that I don't have a quadratic convergence rate for 
>> my poisson/\phi problem even though I used 
>> > phi_fe (2), 
>> > 
>> > My norm is the L2 norm which is simply sqrt(sum(error**2))). I'm 
>> computing it with python after exporting the solution as a gpl file. 
>> > Here are the graphs : 
>> > 
>> > 
>> > 
>> > I have also tried 
>> > phi_fe (1), 
>> > 
>> > But in this case I don't even have convergence for the speed. 
>> > 
>> > 
>> > 
>> > In my integration part, I have always used     
>> > QGauss<2>  quadrature_formula(4); 
>> > which is equal to degree+2. 
>> > 
>> > So here are my questions : 
>> > 
>> > 1- Is this convergence rate the one i'm expecting for a poisson 
>> equation (phi problem) ? 
>> > 
>> > 2- If no, any idea why I don't have the correct convergence rate ? 
>> > 
>> > 3- In the tutorial step 31, a degree of 2 is used for the temperature 
>> (which is very similar to my phi), is there some reason for that choice 
>> (just like using degree+1 for the speed and degree for the pressure in a 
>> stokes problem...) 
>> > 
>> > Thanks in advance. 
>> > 
>> > -- 
>> > The deal.II project is located at http://www.dealii.org/ 
>> > For mailing list/forum options, see 
>> https://groups.google.com/d/forum/dealii?hl=en 
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>>  
>>
>> > <Auto Generated Inline Image 1.png> 
>>
>>

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