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quant-ph2026
Probabilistic Design of Parametrized Quantum Circuits through Local Gate Modifications
Grier M. Jones, Aviraj Newatia, Alexander Lao +3
Within quantum machine learning, parametrized quantum circuits provide flexible quantum models, but their performance is often highly task-dependent, making manual circuit design c…
quant-ph2025
Parametrized Quantum Circuit Learning for Quantum Chemical Applications
Grier M. Jones, Viki Kumar Prasad, Ulrich Fekl +1
In the field of quantum machine learning (QML), parametrized quantum circuits (PQCs) -- constructed using a combination of fixed and tunable quantum gates -- provide a promising hy…