Self-assembled monolayer/transfer-printed gold interface modeled using continuum-level simulation. Initial deformed film profile analyzed and instability assessed. Effective cohesive response of SAM-enhanced interface extracted from spallation model. Reduction of up to 70% cohesive strength of the interface from incorporation of roughness demonstrated.