A finite simple connected graph is quadratically embeddable if its quadratic embedding constant is nonpositive, i.e., .
A graph being quadratically embeddable is equivalent to its graph distance matrix being conditionally negative definite (Obata and Zakiyyah 2018, Obata 2022, Choudhury and Nandi 2023), i.e., it satisfying for all such that (Dyn et al. 1986).
numbers of quadratically embeddable graphs on , 2, ... vertices are 1, 1, 2, 6, 19, 85, 452, 3174, 26898, ... (OEIS A363960). The corresponding numbers of non-quadratically embeddable graph are 0, 0, 0, 0, 2, 27, 401, 7943, 234182, ... (OEIS A363961). All connected graphs on nodes are therefore quadratically embeddable, and the smallest non-quadratically embeddable graphs are the two graphs on 5 vertices consisting of the complete bipartite graph and the graph obtained from the wheel graph by removing one spoke (Obata and Zakiyyah 2018).
Trees are quadratically embeddable (Obata and Zakiyyah 2018).
The quadratic embedding constant of a graph Cartesian product of graphs , , ... each having two or more vertices has , making them quadratically embeddable (Obata 2022).