Author

Davud Azizov

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Preprint Sep 2026

Transpilation-Aware Runtime Prediction for Noisy Quantum Circuit Simulation

Results indicate that post-transpilation information is useful, while the value of explicit graph modeling depends on the backend and optimization level, and under backend-specific evaluation, the advantage of GNN decreases, with conventional regression models matching or outperforming the GNNs in several settings.

Davud Azizov, Javier Vela-Tambo, Tian Guo · 0 citations

Preprint Aug 2026

Towards Reproducible Evaluation of Distributed Quantum Circuit Partitioning Algorithms

This study systematically assesses diverse partitioning algorithms across standardized workloads and quantum network topologies to quantify the performance impact of network constraints and demonstrates that comprehensive circuit-level metrics are essential for guiding the future design of DQC compilers.

Javier Vela-Tambo, Davud Azizov, Tian Guo · 0 citations