Graphs where same-colored edges can not cross.

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We say that a graph is $k$-planar if there you can the draw the graph in such a way that you can color the edges in such a way that no edge crosses an edge of the same color. For example a $1$-planar graph is just a planar graph.

My question is, how do you determine if a graph is $k$-planar?

The case for $k=1$ is already known.

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This is the thickness of a graph, and determining it is NP-hard.