Single-shot quantum measurements sketch quantum many-body states
arXiv:2203.01348 · doi:10.1103/PhysRevB.107.L161101
Abstract
Quantum measurements are our eyes to the quantum systems consisting of a multitude of microscopic degrees of freedom. However, the intrinsic uncertainty of quantum measurements and the exponentially large Hilbert space pose natural barriers to simple interpretations of the measurement outcomes. We propose a nonlinear "measurement energy" based upon the measurement outcomes and an iterative effective-Hamiltonian approach to extract the most probable states (maximum likelihood estimates) in an efficient and general fashion, thus reconciling the non-commuting observables and getting more out of the quantum measurements. We showcase the versatility and accuracy of our perspective on random long-range fermion models and Kitaev quantum spin liquid models, where smoking-gun signatures were lacking. Our study also paves the way towards concepts such as nonlinear-operator Hamiltonian and applications such as parent Hamiltonian reconstruction.
arXiv comment6 pages, 5 figures
References in corpus (58)
- Topological Insulators
- Magic-angle graphene superlattices: a new platform for unconventional superconductivity
- Fault-tolerant quantum computation by anyons
- Quantum Spin Hall Effect and Topological Phase Transition in HgTe Quantum Wells
- Topological Order and the Quantum Spin Hall Effect
- Anyons in an exactly solved model and beyond
- Topological Insulators in Three Dimensions
- The density-matrix renormalization group
- Topological entanglement entropy
- Solving the Quantum Many-Body Problem with Artificial Neural Networks
- On the Measurement of Qubits
- Detecting topological order in a ground state wave function
- Machine learning phases of matter
- Computational complexity and fundamental limitations to fermionic quantum Monte Carlo simulations
- Spin Liquid Ground State of the Kagome Heisenberg Model
- Fractionalized excitations in the spin liquid state of a kagomé lattice antiferromagnet
- Predicting Many Properties of a Quantum System from Very Few Measurements
- Continuous-variable optical quantum state tomography
- Theory of Intertwined Orders in High Temperature Superconductors
- Kitaev-Heisenberg Model on Honeycomb Lattice: Possible Exotic Phases in Iridium Oxides IrO
- Local unitary transformation, long-range quantum entanglement, wave function renormalization, and topological order
- Experimental Quantum State Tomography of Optical Fields and Ultrafast Statistical Sampling
- Probing Topological Spin Liquids on a Programmable Quantum Simulator
- Proximate Kitaev Quantum Spin Liquid Behaviour in α-RuCl
- Unknown Quantum States and Operations, a Bayesian View
- Many-body quantum state tomography with neural networks
- Berry Curvature on the Fermi Surface: Anomalous Hall Effect as a Topological Fermi-Liquid Property
- Generic spin model for the honeycomb iridates beyond the Kitaev limit
- Quantum Approximate Optimization Algorithm: Performance, Mechanism, and Implementation on Near-Term Devices
- Quantum state estimation
- Quasi-adiabatic Continuation of Quantum States: The Stability of Topological Ground State Degeneracy and Emergent Gauge Invariance
- The Flux-Phase of the Half-Filled Band
- Quasi-particle Statistics and Braiding from Ground State Entanglement
- The remarkable underlying ground states of cuprate superconductors
- Reconstructing quantum states with generative models
- Quantum Loop Topography for Machine Learning
- Spin Excitations and Correlations in Scanning Tunneling Spectroscopy
- Prediction of Toric Code Topological Order from Rydberg Blockade
- Quantum phases of Rydberg atoms on a kagome lattice
- Diluted maximum-likelihood algorithm for quantum tomography
- Adaptive Bayesian Quantum Tomography
- Machine Learning in Electronic Quantum Matter Imaging Experiments
- Determining a local Hamiltonian from a single eigenstate
- Entanglement entropy of critical spin liquids
- Iterative algorithm for reconstruction of entangled states
- Robust non-Abelian spin liquid and possible intermediate phase in antiferromagnetic Kitaev model with magnetic field
- Superfast maximum likelihood reconstruction for quantum tomography
- Topological Entanglement Entropy of Z2 Spin liquids and Lattice Laughlin states
- Physical states and finite-size effects in Kitaev's honeycomb model: Bond disorder, spin excitations, and NMR lineshape
- Physical solutions of the Kitaev honeycomb model
- Applying the Quantum Approximate Optimization Algorithm to the Tail Assignment Problem
- Electron pairing in the pseudogap state revealed by shot noise in copper-oxide junctions
- Entanglement Entropy as a Portal to the Physics of Quantum Spin Liquids
- Electronic heat flow and thermal shot noise in quantum circuits
- Incomplete quantum state estimation: a comprehensive study
- Entanglement guided search for parent Hamiltonians
- General procedure for determining braiding and statistics of anyons using entanglement interferometry
- Inhibition of spread of typical bipartite and genuine multiparty entanglement in response to disorder