A Verified Optimizer for Quantum Circuits
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Abstract (arXiv)
We present VOQC, the first fully verified optimizer for quantum circuits, written using the Coq proof assistant. Quantum circuits are expressed as programs in a simple, low-level language called SQIR, a simple quantum intermediate representation, which is deeply embedded in Coq. Optimizations and other transformations are expressed as Coq functions, which are proved correct with respect to a semantics of SQIR programs. SQIR uses a semantics of matrices of complex numbers, which is the standard for quantum computation, but treats matrices symbolically in order to reason about programs that use an arbitrary number of quantum bits. SQIR's careful design and our provided automation make it possible to write and verify a broad range of optimizations in VOQC, including full-circuit transformations from cutting-edge optimizers.
Key facts. Cited by 7 papers in the map (data through 14 Oct 2026). First posted on arXiv 4 Dec 2019.
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Citing papers per year: 2023: 1; 2024: 2; 2025: 1; 2026: 3.
7 papers.
- 2023Quarl: A Learning-Based Quantum Circuit Optimizercited by 10
- 2024Quantum Circuit Synthesis and Compilation Optimization: Overview and Prospectscited by 8
- 2025Optimizing Quantum Circuits via ZX Diagrams using Reinforcement Learning and Graph Neural Networkscited by 2
- 2024VEL: A Formally Verified Reasoner for OWL2 EL Profilecited by 1
- 2026AxQM: A Textbook-Scale Benchmark for Formal Proof Synthesis in a Library of Finite-Dimensional Quantum Mechanicscited by 1
- 2026Reinforcement Learning for Adaptive Composition of Quantum Circuit Optimisation Passescited by 0
- 2026Bridge of Psi's: Quantum Circuit Optimization with Schr"odinger Bridgescited by 0
- 2026Bridge of Psi's: Quantum Circuit Optimization with Schr"odinger Bridges22 Sep 2026
- 2026AxQM: A Textbook-Scale Benchmark for Formal Proof Synthesis in a Library of Finite-Dimensional Quantum Mechanics4 Sep 2026
- 2026Reinforcement Learning for Adaptive Composition of Quantum Circuit Optimisation Passes29 Jan 2026
- 2025Optimizing Quantum Circuits via ZX Diagrams using Reinforcement Learning and Graph Neural Networks4 Apr 2025
- 2024VEL: A Formally Verified Reasoner for OWL2 EL Profile11 Dec 2024
- 2024Quantum Circuit Synthesis and Compilation Optimization: Overview and Prospects30 Jun 2024
- 2023Quarl: A Learning-Based Quantum Circuit Optimizer17 Jul 2023