Dear Wolfgang,

Thank you for your reply. It is a bit difficult to read formulas in text. 
So I have put a few questions I have in a pdf file. Formulas are better 
there. It is attached to this message. May I ask you to have a look at it? 

Best,
John

On Friday, April 16, 2021 at 10:26:51 PM UTC+2 Wolfgang Bangerth wrote:

> On 4/16/21 11:36 AM, John Smith wrote:
> > However, the FE_Nedelec is different. It implements edge elements. They 
> are 
> > vector-based. That is, functions are represented by a superposition of 
> > vector-valued shape functions:
> > 
> > \vec{A} = \sum u_i vec{N}_i .
> > 
> > Therefore, the output of the "value" method in “class CustomFunction : 
> public 
> > Function” must be vector-valued. Three components in a three-dimensional 
> > space.  Otherwise, there is no point in interpolation.
> > 
> > This kind of vectorial approximations is a bread-and-butter topic in 
> > magnetics. See, for example, equation (7) in:
> > 
> > https://ieeexplore.ieee.org/document/497322 
> > <
> https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fieeexplore.ieee.org%2Fdocument%2F497322&data=04%7C01%7CWolfgang.Bangerth%40colostate.edu%7Cf7f578c8c6fc44890c3308d900fe30ef%7Cafb58802ff7a4bb1ab21367ff2ecfc8b%7C0%7C1%7C637541914012798794%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=tJVhiTO272UFKlS0mWzTCrVp1VzPV3zbr2I16KxHkFI%3D&reserved=0
> >
> > 
> > In short, the source, i.e the current vector potential, must be 
> projected on 
> > the space spanned by the vector-valued shape functions. Otherwise, the 
> > simulation is numerically unstable. The last, from my experience, is 
> > definitely true.
>
> I think you already found your solution, but just for clarity: When we use 
> the 
> term "interpolation", we typically ask for (scalar) coefficients U_i so 
> that
>
> u_h(x_j) = sum U_i \phi_i(x_j) = g(x_j)
>
> where g is given and x_j are the node points. The problem is that for the 
> Nedelec element, this is not always possible: Not all possible vectors 
> g(x_j) 
> can be represented. This makes sense because if you have N node points in 
> 3d, 
> then you have N scalar coefficients U_i, but you have 3N components of the 
> values g(x_j).
>
> One way to deal with this is to associate a vector, let's say y_j with 
> every 
> node point x_j, and require that
>
> y_j \cdot u_h(x_j) = sum U_i y_j \cdot \phi_i(x_j) = y_j \cdot g(x_j)
>
> These y_j could, for example, be the tangential direction associated with 
> the 
> shape function phi_j. One *could* call this a variation of the term 
> "interpolation", but it is not what VectorTools::interpolate() implements. 
> It 
> would probably not be terribly difficult to implement this kind of 
> function, 
> however!
>
> Best
> W.
>
>
>
> -- 
> ------------------------------------------------------------------------
> Wolfgang Bangerth email: [email protected]
> www: http://www.math.colostate.edu/~bangerth/
>
>

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