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docs - minor wording update
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jeremylt committed Jan 25, 2021
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Expand Up @@ -74,14 +74,14 @@ A_e = B^T D B

where ``P`` represents the element assembly operator, ``B`` is a basis operator which computes the values and derivatives of the basis functions at the quadrature points, and ``D`` is a block diagonal operator which provides a pointwise application of the bilinear form on the quadrature points, to include quadrature weights and the change in coordinates between the physical and reference space.

With a nodal basis of order ``p``, the nodes on the boundary of the element map to the same Fourier mode due to periodicity, and we can thus compute the symbol matrix as
We can thus compute the symbol matrix as

```math
\tilde{A}_h = Q^T \left( A_e \odot \left[ e^{\imath \left( x_i - x_j \right) \theta / h} \right] \right) Q
```

where ``\odot`` represents pointwise multiplication of the elements, ``h`` is the length of the element, and ``i, j \in \left[ 0, 1, \dots, p \right]``.
``Q`` is a ``p + 1 \times p`` matrix that maps the two equivalent solution nodes to the same Fourier mode.
``Q`` is a ``p + 1 \times p`` matrix that lecalizes Fourier modes on an element.

```math
Q =
Expand Down Expand Up @@ -116,7 +116,7 @@ B_{grad2d} =

where ``B_{interp}`` and ``B_{grad}`` represent 1D basis interpolation and gradient operators, respectively.

Similarly, the mapping of solution nodes to Fourier modes in higher dimensions is given by
Similarly, the localization of Fourier modes in higher dimensions is given by

```math
Q_{2d} = Q \otimes Q
Expand All @@ -132,7 +132,7 @@ Therefore, the symbol matrix for a PDE with arbitrary dimension, order and numbe
```

where ``\odot`` represents pointwise multiplication of the elements, ``h`` is the length of the element in each dimension, and ``i, j \in \left[ 0, 1, \dots, p \right]``.
``Q`` is a ``p - 1 \times p`` matrix that maps the two equivalent solution nodes to the same Fourier mode.
``Q`` is a ``p - 1 \times p`` matrix that localizes the Fourier modes on the element.

## P-Multigrid

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