Measuring magic on a quantum processor
arXiv:2204.00015 · doi:10.1038/s41534-022-00666-5
Abstract
Magic states are the resource that allows quantum computers to attain an advantage over classical computers. This resource consists in the deviation from a property called stabilizerness which in turn implies that stabilizer circuits can be efficiently simulated on a classical computer. Without magic, no quantum computer can do anything that a classical computer cannot do. Given the importance of magic for quantum computation, it would be useful to have a method for measuring the amount of magic in a quantum state. In this work, we propose and experimentally demonstrate a protocol for measuring magic based on randomized measurements. Our experiments are carried out on two IBM Quantum Falcon processors. This protocol can provide a characterization of the effectiveness of a quantum hardware in producing states that cannot be effectively simulated on a classical computer. We show how from these measurements one can construct realistic noise models affecting the hardware.
arXiv commentSalvatore F.E. Oliviero and Lorenzo Leone contributed equally to this paper
References in corpus (50)
- Quantum Computing in the NISQ era and beyond
- Improved Simulation of Stabilizer Circuits
- A Theory of Fault-Tolerant Quantum Computation
- Probing entanglement entropy via randomized measurements
- Roads towards fault-tolerant universal quantum computation
- The Resource Theory of Stabilizer Computation
- Instantaneous non-local computation of low T-depth quantum circuits
- The Heisenberg Representation of Quantum Computers
- Application of a resource theory for magic states to fault-tolerant quantum computing
- Magic state distillation with low overhead
- Mixed-state entanglement from local randomized measurements
- Stabilizer Rényi entropy
- Most quantum states are too entangled to be useful as computational resources
- Rényi Entropies from Random Quenches in Atomic Hubbard and Spin Models
- Enhanced fault-tolerant quantum computing in -level systems
- Statistical correlations between locally randomized measurements: a toolbox for probing entanglement in many-body quantum states
- Cross-Platform Verification of Intermediate Scale Quantum Devices
- Many-body quantum magic
- The power of random measurements: measuring Tr(ρ^n) on single copies of ρ
- Lower bounds on the non-Clifford resources for quantum computations
- Quantifying the magic of quantum channels
- Quantifying quantum speedups: improved classical simulation from tighter magic monotones
- Quantifying magic for multi-qubit operations
- Single-copies estimation of entanglement negativity
- Qutrit Magic State Distillation
- Conformal field theories are magical
- Quantum Chaos is Quantum
- A unified framework for magic state distillation and multi-qubit gate-synthesis with reduced resource cost
- Many-body topological invariants from randomized measurements
- Catalysis and activation of magic states in fault tolerant architectures
- Bound States for Magic State Distillation in Fault-Tolerant Quantum Computation
- Characterizing multipartite entanglement with moments of random correlations
- Many-body Chern number from statistical correlations of randomized measurements
- Single T gate in a Clifford circuit drives transition to universal entanglement spectrum statistics
- Distillation with sublogarithmic overhead
- Unifying gate-synthesis and magic state distillation
- Bound entanglement from randomized measurements
- Multipartite Entanglement Analysis From Random Correlations
- Quantification and manipulation of magic states
- Improved upper bounds on the stabilizer rank of magic states
- Correlations between outcomes of random measurements
- Transitions in entanglement complexity in random quantum circuits by measurements
- All pure fermionic non-Gaussian states are magic states for matchgate computations
- Qutrit Magic State Distillation Tight in Some Directions
- Importance sampling of randomized measurements for probing entanglement
- Quantifying Qubit Magic Resource with Gottesman-Kitaev-Preskill Encoding
- Quantifying dynamical magic with completely stabilizer preserving operations as free
- Statistically significant tests of multiparticle quantum correlations based on randomized measurements
- Constraints on magic state protocols from the statistical mechanics of Wigner negativity
- Computational power of matchgates with supplementary resources
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- The randomized measurement toolbox
- Quantifying nonstabilizerness of matrix product states
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- Stabilizer entropies are monotones for magic-state resource theory
- Nonstabilizerness via matrix product states in the Pauli basis
- On the practical usefulness of the Hardware Efficient Ansatz
- Measuring nonstabilizerness via multifractal flatness
- Nonstabilizerness determining the hardness of direct fidelity estimation
- Pauli Spectrum and Non-stabilizerness of Typical Quantum Many-Body States
- Efficient quantum algorithms for stabilizer entropies
- Resource theory of quantum scrambling
- Non-stabilizerness versus entanglement in matrix product states
- Complexity of frustration: a new source of non-local non-stabilizerness
- Stabilizer entropy dynamics after a quantum quench
- Entanglement-magic separation in hybrid quantum circuits
- Learning efficient decoders for quasi-chaotic quantum scramblers
- Magic in generalized Rokhsar-Kivelson wavefunctions
- Nonstabilizerness in U(1) lattice gauge theory
- Quantum Magic and Multi-Partite Entanglement in the Structure of Nuclei
- Phase transition in Stabilizer Entropy and efficient purity estimation
- Retrieving information from a black hole using quantum machine learning
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- Exact solution of long-range stabilizer Rényi entropy in the dual-unitary XXZ model
- Probing quantum complexity via universal saturation of stabilizer entropies
- Hilbert space delocalization under random unitary circuits
- Efficient mutual magic and magic capacity with matrix product states
- Stabilizer Entropy and entanglement complexity in the Sachdev-Ye-Kitaev model
- Stabilizer disentangling of conformal field theories
- Quantum Non-Local Nonstabilizerness
- Stabilizer entropy of quantum tetrahedra
- Non-stabilizerness in kinetically-constrained Rydberg atom arrays
- Entanglement and Stabilizer entropies of random bipartite pure quantum states
- Non-equilibrium quantum Monte Carlo algorithm for stabilizer Renyi entropy in spin systems
- Spectral Properties Versus Magic Generation in -doped Random Clifford Circuits
- Quantum Complexity Fluctuations from Nuclear and Hypernuclear Forces
- Independent stabilizer Rényi entropy and entanglement fluctuations in random unitary circuits
- Entanglement complexity of the Rokhsar-Kivelson-sign wavefunctions
- Nonstabilizerness dynamics in many-body localized systems
- Magic phase transition and non-local complexity in generalized State
- Nonstabilizerness in the unitary and monitored quantum dynamics of XXZ-staggered and SYK models
- Nonstabilizerness in open XXZ spin chains: Universal scaling and dynamics
- A nonstabilizerness monotone from stabilizerness asymmetry
- Interplay of entanglement structures and stabilizer entropy in spin models
- Fermionic Magic Resources of Quantum Many-Body Systems
- Disentangling magic states with classically simulable quantum circuits
- Maximal Magic for Two-qubit States
- Computing quantum magic of state vectors
- Operational interpretation of the Stabilizer Entropy
- Non-stabilizerness of Neural Quantum States
- Non-stabilizerness in quantum-enhanced metrological protocols
- Faster computation of nonstabilizerness
- Unified Framework for Calculating Convex Roof Resource Measures
- Certifying nonstabilizerness in quantum processors
- Quantum Local Differential Privacy and Quantum Statistical Query Model
- Single-copy stabilizer testing
- Real randomized measurements for analyzing properties of quantum states
- Momentum space magic for the transverse field quantum Ising model
- Nonstabilizerness generation in a multiparticle quantum walk
- Rise and fall of nonstabilizerness via random measurements
- Non-stabilizerness and entanglement from cat-state injection
- Invested and Potential Magic Resources in Measurement-Based Quantum Computation
- Magic of discrete lattice gauge theories
- Robustness of Magic in the quantum Ising chain via Quantum Monte Carlo tomography
- PAC-learning of free-fermionic states is NP-hard
- Quantum Magic in Discrete-Time Quantum Walk
- On the Hardness of Measuring Magic
- Harvesting stabilizer entropy and non-locality from a quantum field
- Spectral signatures of nonstabilizerness and criticality in infinite matrix product states
- Resource-efficient shadow tomography using equatorial stabilizer measurements
- Characterization of non-adaptive Clifford channels
- Enhancement of non-Stabilizerness within Indefinite Causal Order
- Equivalence of Stabilizer and Shannon Rényi Entropies: Exact Results for Quantum Critical Chains
- Distribution of Non-Locality On Quantum Random Circuits
- Challenges and opportunities in the supervised learning of quantum circuit outputs
- Van Hove singularities in stabilizer entropy densities
- An Algorithm for Estimating -Stabilizer Rényi Entropies via Purity
- A Study on Stabilizer Rényi Entropy Estimation using Machine Learning