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Quantum computational sensing using quantum signal processing, quantum neural networks, and Hamiltonian engineering

Saeed A. Khan, Sridhar Prabhu, Logan G. Wright, Peter L. McMahon

Fig. 2, panel (a)

Target function $\mathcal{F}^{\star}(\theta)$ of the single-variable binary classification task against the phase $\theta$ from 0 to $\pi/4$: 0 on the Class 1 intervals and 1 on the Class 2 intervals, which the coloured line at 0.5 marks (blue Class 1, orange Class 2).

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This panel was regenerated by running the authors' plotting code and data from their public data deposit (Zenodo: https://doi.org/10.5281/zenodo.15692099, CC BY 4.0). The plot shown here is re-rendered for interactive viewing and analysis. See the paper for the original figure and full scientific context.

License: CC BY 4.0.

npj Quantum Inf. 12, 119 (2026) · DOI: 10.1038/s41534-026-01235-w · arXiv: 2507.15845

Other panels of Fig. 2: (c) (e-1) (e-2) (e-3) (f) (f-inset)

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