aiqbench analysis

This study demonstrates a significant breakthrough for quantum hardware by showing that transistors can actively regulate heat flow rather than merely dissipating it. By comparing harmonic, transmon, and Kerr environments, the research identifies non-linear systems as superior pathways for thermal management in realistic quantum circuits. This capability addresses a critical bottleneck for scaling quantum processors, where maintaining coherence requires precise control over environmental interactions.