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Author

Hyukgun Kwon

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Preprint Sep 2026

Quantum Metrology for Signals with an Unknown Causal Structure

Quantum sensing protocols usually presuppose where and when each signal acts, yet this information is unavailable beforehand in experiments such as scattering and radar. We show that causal agnosticity forces a measurement scheme to be interferometric even when only discrete interactions are allowed. Describing the sen...

Gwon Ryul Han, Hyukgun Kwon, Seok Hyung Lie · 0 citations
Preprint Aug 2026

Quantum channel learning with limited parallel access

This work derives sample-complexity bounds for estimating entries of the transfer matrix/map to additive accuracy $\epsilon$ with success probability $\ge1-\delta$, under different resources: access to the complex-conjugate channel $\mathcal{E}^*$ and/or parallel access to $c$ copies.

M. Subramanian, Hyukgun Kwon, Liang Jiang · 0 citations
Preprint Jul 2026

Performance and Stability of Quantum Krylov Diagonalization for the Hubbard Model

Quantum Krylov diagonalization (QKD) has emerged as a promising hybrid quantum-classical approach for estimating ground-state properties of many-body systems on near-term quantum devices. In this work, we investigate the convergence, stability, and hardware performance of QKD for the one-dimensional Hubbard model with...

Mohammad Mirzakhani, Hyukgun Kwon, Kyungsun Moon · 0 citations
Preprint Aug 2026

Quantum channel learning with limited parallel access

Although the task is learning a particular state, these bounds carry stronger implications than standard state-learning bounds since the learner controls the inputs and ancillary assistance, and establishes a hierarchy of channel-learning resources: self-complex-conjugate channels require two-copy ancilla-assisted acce...

M. Subramanian, Hyukgun Kwon, Liang Jiang · 0 citations

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