Electric-field driven magnetization switching in FePt/BaTiO (001) is demonstrated through first-principles calculations. The magnetic easy axis of FePt layer undergoes a transition from in-plane to perpendicular direction upon ferroelectric polarization reversal, a process sensitively controlled by epitaxial strain with threshold strain strain() . At this phenomena, a large interfacial magnetoelectric coupling ( Gcm/V) is responsible, stemming from the orbital reconstruction. In particular, the redistribution of Pt- orbital occupancy alters spin-orbit coupling, thereby tuning the competition between magnetic anisotropy () and magnetoelastic energy (). Our work clarifies the fundamental physics of strain-engineered magnetoelectricity and suggests a concrete pathway for designing ultra-low-power voltage-controlled magnetic memory.

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