2 papers
quant-ph2026
From Device to Dynamics: An Iterative Architectural Framework for High-Performance Single-Photon Detection at Room Temperature
Hao Shu
Photon detection is a cornerstone of quantum technology, traditionally regarded as a static device-level operation constrained by the intrinsic physical properties of single-photon…
cs.LG2025
Learning-Enhanced Observer for Linear Time-Invariant Systems with Parametric Uncertainty
Hao Shu
This work introduces a learning-enhanced observer (LEO) for linear time-invariant systems with uncertain dynamics. Rather than relying solely on nominal models, the proposed framew…