Generating Quantum Circuits via Lie Group Diffusion
kylekabasares · x · 2026-07-12
A new paper proposes using Lie group diffusion models to design quantum circuits.
- Instead of standard diffusion, the model operates directly on the Lie group SU(2) where quantum gates reside, explicitly encoding physical structures.
- The paper demonstrates that this method can generate diverse circuits for specific Hamiltonians like TFIM and Heisenberg-XXZ.
- The generated circuits also incorporate the hardware constraints of actual quantum processors, ensuring the outputs are practical, executable designs rather than just "AI slop".
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