Qadence: a differentiable interface for digital-analog programs

January 18, 2024 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Dominik Seitz, Niklas Heim, JoΓ£o P. Moutinho, Roland Guichard, Vytautas Abramavicius, Aleksander Wennersteen, Gert-Jan Both, Anton Quelle, Caroline de Groot, Gergana V. Velikova, Vincent E. Elfving, Mario Dagrada arXiv ID 2401.09915 Category quant-ph: Quantum Computing Cross-listed cs.LG, cs.PL, cs.SE Citations 6 Venue arXiv.org Last Checked 5 months ago
Abstract
Digital-analog quantum computing (DAQC) is an alternative paradigm for universal quantum computation combining digital single-qubit gates with global analog operations acting on a register of interacting qubits. Currently, no available open-source software is tailored to express, differentiate, and execute programs within the DAQC paradigm. In this work, we address this shortfall by presenting Qadence, a high-level programming interface for building complex digital-analog quantum programs developed at Pasqal. Thanks to its flexible interface, native differentiability, and focus on real-device execution, Qadence aims at advancing research on variational quantum algorithms built for native DAQC platforms such as Rydberg atom arrays.
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