12 citations · 15 across the 12 of their papers we have counts for
Showing 2025 · quant-phShow all
3 papers · 2 filters
quant-ph2025
Continuous Variable Hamiltonian Learning at Heisenberg Limit via Displacement-Random Unitary Transformation
Xi Huang, Lixing Zhang, Di Luo
Characterizing continuous-variable (CV) Hamiltonians can be formulated as Hamiltonian learning under quantum measurement constraints: finite operator coefficients are inferred from…
quant-ph2025
Provably Robust Training of Quantum Circuit Classifiers Against Parameter Noise
Lucas Tecot, Di Luo, Cho-Jui Hsieh
Advancements in quantum computing have spurred significant interest in harnessing its potential for speedups over classical systems. However, noise remains a major obstacle to achi…
quant-ph2025
Hamiltonian Learning at Heisenberg Limit for Hybrid Quantum Systems
Lixing Zhang, Ze-Xun Lin, Prineha Narang +1
Hybrid quantum systems with different particle species are fundamental in quantum materials and quantum information science. In this work, we establish a rigorous theoretical frame…