With Lefschetz incentive, Peixoto wrote his first paper on structural stability, that would be later published on the Annals of Mathematics, of which Lefschetz was editor.
Back to Princeton, Peixoto met Steve Smale, the mathematician that would later become a reference in dynamical systems.