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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

You-Le Wang

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Open access Sep 2026

Generalized quantum neural modules for high-dimensional local quantum feature learning

Together, these results delineate a practical operating regime for high-dimensional local quantum learning and show that receptive-field scaling can be managed through a coordinated choice of upload granularity, entangling structure, information retention, and execution depth.

Wen-Bin Yu, Yan-Feng Fan, You-Le Wang et al. · 0 citations
Open access Aug 2026

Circumventing query complexity barriers in learning quantum dynamics via physics-informed kernels

Learning continuous quantum dynamical trajectories—essential for understanding non-equilibrium phenomena in quantum chemistry and condensed matter physics—remains prohibitively expensive on quantum computers. Conventional data-driven surrogates treat observables as generic time series, ignoring the governing Schrödinge...

You-Le Wang, Lei Zhang · 0 citations

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