Researcher profile
Gergana Velikova
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Quantum Circuit Training with Growth-Based Architectures
2024 · arXiv (Cornell University)
This study introduces growth-based training strategies that incrementally increase parameterized quantum circuit (PQC) depth during training, mitigating overfitting and managing model complexity dynamically. We develop three distinct methods: Block Growth, Sequential Feature Map Growth, and …
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PulserDiff: a pulse differentiable extension for Pulser
2025 · arXiv (Cornell University)
Programming analog quantum processing units (QPUs), such as those produced by Pasqal, can be achieved using specialized low-level pulse libraries like Pulser. However, few currently offer the possibility to optimize pulse sequence parameters. In this …