How to search for a graph?

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How does one find facts about a given graph one has in mind?

For example, how would I find out if the Petersen graph is already known if I stumbled upon it while searching for a counterexample for something?

Is there an OEIS-like search engine which accepts adjacency matrices or a similar graph representation?