Placement algorithm for chord diagram

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What is a good algorithm for placing nodes on a non-ribbon chord diagram so that nodes are likely to be placed near (strongly) connected nodes?

A non-ribbon chord diagram is a layout for a graph where the nodes are placed radially around a circle.

Examples for non-ribbon chord diagrams are shown here.