Machine-Learned Tuning to Protected States by Probing Noise ResilienceRemoveRodrigo A. Dourado, Nicolás Martínez-Valero, Jacob Benestad, Martin Leijnse, Jeroen Danon, and Rubén Seoane SoutoPhys. Rev. Lett. 136, 256604 (2026)