Presentation
Hardware-Aware Quantum Circuit Synthesis
DescriptionEffectively leveraging quantum computing requires generating and manipulating a desired quantum state using a quantum circuit. Quantum circuit synthesis (QCS) is bottlenecked by the exponential complexity of circuit verification via quantum simulation. Diffusion models are promising QCS candidates, because they circumvent quantum simulation during training. Existing diffusion-based QCS models demonstrate success for unconstrained circuits, but prove insufficient for producing hardware topology-constrained circuits—a common restriction for modern quantum machines. This work introduces a novel hardware-aware conditioning framework that enables topology-constrained QCS. Our approach delivers up to 8x higher success rate compared to the baseline for a state-of-the-art hardware-agnostic QCS model, proving the necessity for hardware-aware QCS.
Event Type
Research and ACM SRC Posters
TimeThursday, 20 November 20258:00am - 5:00pm CST
LocationSecond Floor Atrium
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