Inna Partin-Vaisband

Commercial 22 nm CMOS can natively host hysteretic superconducting nanowires without the dense back-end metallization quenching normal hot spots, clearing a path for standard silicon foundries to manufacture monolithic cryo-electronic detectors and memories.

Surpassing traditional TCAD simulations, this GAT surrogate achieves orders of magnitude faster design evaluations while accurately predicting critical electrostatic fields.

AIG-based detection can scale to billions of gates while achieving clear differentiation between benign and Trojan circuits.