mlsanityData to 14 Oct 2026

Qadence: a differentiable interface for digital-analog programs

arXiv 2401.09915 ↗First posted 18 Jan 2024quant-ph cs.LG cs.PLcited by 1

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Abstract (arXiv)

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.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 3 of its 34 references that are in the map. First posted on arXiv 18 Jan 2024.

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3 of 34 references.

References · 3

  1. 2015Automatic differentiation in machine learning: a surveycited by 855
  2. 2013Quipper: A Scalable Quantum Programming Languagecited by 4
  3. 2023SimuQ: A Framework for Programming Quantum Hamiltonian Simulation with Analog Compilationcited by 1

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