Out-of-control Hamiltonian Learning
quant-ph, cs.IT, cs.LG, math.IT, physics.atom-ph
Submitted: 2026-10-05
Updated: 2026-10-05
Comments: 87 pages, 7 figures
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Improved Hamiltonian learning and sparsity testing through Bell sampling
- Aquila: QuEra's 256-qubit neutral-atom quantum computer
- Large-scale quantum reservoir learning with an analog quantum computer
- Quantum Probe Tomography
- Optimal short-time measurements for Hamiltonian learning
- Lecture Notes on Spectral Graph Methods
- Learning k-body Hamiltonians via compressed sensing
- Optimal Ansatz-free Hamiltonian Learning In Situ
- Emergent Prethermal Symmetries for Scalable Hamiltonian Learning
- Hamiltonian Learning and Certification via Eigenphase Engineering
- Autonomous Hamiltonian certification and changepoint detection
- Ansatz-Free Learning of Lindbladian Dynamics In Situ
- Near-Optimal Learning of Local Lindbladians
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