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GRAPE.jl: Gradient Ascent Pulse Engineering in Julia

2025/11/03 by Goerz, Michael H., Carrasco, Sebastián C., Marshall, Alastair +1
#FOS: Physical sciences #Quantum Physics (quant-ph)

paper · doi:10.48550/arxiv.2511.01217

Abstract

The GRAPE.jl package (https://github.com/JuliaQuantumControl/GRAPE.jl) implements Gradient Ascent Pulse Engineering, a widely used method of quantum optimal control. Its purpose is to find controls that steer a quantum system in a particular way. This is a prerequisite for next-generation quantum technology, such as quantum computing or quantum sensing. GRAPE.jl exploits the unique strengths of the Julia programming language to achieve both flexibility and numerical performance. It builds on the QuantumControl.jl framework.

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