Also known as bosonic modes · continuous variable · harmonic oscillator · Kerr nonlinearity · SNAP gate · Gaussian states · cat states · infinite-dimensional
Bosonic control steers quantum harmonic oscillators: microwave cavities, the motion of trapped ions, optical and
mechanical modes. An oscillator has infinitely many levels. A single long-lived mode can therefore hold an
error-correctable qubit — in cat, binomial or grid (GKP) codes — without the many physical qubits other codes need
[1, 2]. The catch is that the oscillator’s own evolution is linear. Drives that are
linear in the field only displace states, and quadratic Hamiltonians generate only Gaussian operations. Every
non-Gaussian state, from a Fock state to a cat state, needs a nonlinearity, and most bosonic control is about using a
weak one well.
Control in infinite dimensions
Controllability. For bilinear systems in infinite dimensions, exact controllability with bounded controls is
ruled out in general [3], so the useful notion is approximate controllability. It has been proven
for the Schrödinger equation with a discrete, non-resonant spectrum, using Galerkin (truncated) approximations
[4]. See Quantum controllability.
Gaussian versus universal. Linear optics and squeezing, generated by Hamiltonians at most quadratic in the
field, make up Gaussian quantum information [5, 6]. Adding a single
higher-order nonlinearity, such as a Kerr interaction, makes the set universal [7]. The Gaussian part
is also the domain of Linear quantum systems & coherent feedback.
Truncation. Numerical optimization works in a space cut off at some photon number. A result is trustworthy only
if it does not change when the cutoff is raised, and if the controlled states stay well away from the edge.
Oscillators controlled through a qubit
Most experiments couple the oscillator to a nonlinear ancilla, such as a transmon or an ion’s internal levels, and
control both.
Law–Eberly. Any state of a field mode can be prepared by alternating qubit rotations and qubit–oscillator
exchange [8]. In circuit QED this produced Fock states [9] and arbitrary
superpositions of them [10].
SNAP and displacements. In the strong dispersive regime, the qubit frequency depends on the photon number, so
qubit drives can give each Fock state its own phase. This is the selective number-dependent arbitrary phase (SNAP)
gate [11]. With displacements, SNAP gates give universal control of the oscillator and prepare
\(|n\rangle\) in \(O(\sqrt n)\) steps rather than \(O(n)\) [12]. Optimizing the gate parameters and
then the pulse envelopes prepared cat, binomial, GKP and cubic-phase states, robustly against fluctuations of the
system parameters [13].
Optimal control of the full system. With an accurate Hamiltonian, numerical optimal control of the
coupled cavity–transmon system realized decoherence-limited operations (98.5% inferred fidelity) on a qubit encoded
in four-component cat states [14].
Weak coupling, amplified. Echoed conditional displacements use strong drives to amplify a weak dispersive
coupling. Operations run more than an order of magnitude faster than the bare coupling allows, preparing Fock
states, squeezed vacuum and binomial and GKP logical states [15].
Gates that tolerate ancilla errors. Because the ancilla decoheres much faster than the cavity, gates can be
designed so that ancilla errors are corrected in real time rather than passed on to the logical qubit
[16].
Engineered nonlinearities and dissipation
Cat states. Cat states of about 100 photons were encoded deterministically in a cavity [17]. In
a Kerr resonator with a two-photon drive, cat states become eigenstates, can be prepared robustly against
single-photon loss, and can be initialized non-adiabatically with transitionless driving [18]. This led
to the Kerr-cat qubit [19]. See Shortcuts to adiabaticity.
GKP codes protect a qubit against small shifts in phase space [1]. Grid states were prepared and
controlled in the motion of a trapped ion [22] and error-corrected with a feedback protocol in a
superconducting cavity [23]. A GKP qubit whose parameters were optimized with model-free
reinforcement learning stayed coherent 2.27 times longer than the best of its physical components
[24]. See
Control for quantum error correction, Measurement-based feedback and Reinforcement & machine learning for control.
Limitations
Models must include the small terms that dominate at high photon number: self-Kerr, cross-Kerr, higher-order
dispersive shifts and drive-induced frequency shifts.
The ancilla is usually the noisiest element, so control speed is a trade-off between ancilla decoherence and the
strength of the nonlinearity.
Fidelities are hard to verify: Wigner or characteristic-function tomography of large states is slow and depends on
the same imperfect ancilla.
Key papers
C. K. Law and J. H. EberlyArbitrary Control of a Quantum Electromagnetic FieldPhys. Rev. Lett.76, 1055-1058 (1996)doi
A recipe to prepare any state of a field mode by a sequence of interactions with a two-level atom.
Seth Lloyd and Samuel L. BraunsteinQuantum Computation over Continuous VariablesPhys. Rev. Lett.82, 1784-1787 (1999)doi
Conditions for universal computation over continuous variables — Gaussian operations plus one nonlinearity.
Stefan Krastanov, Victor V. Albert, Chao Shen, Chang-Ling Zou, Reinier W. Heeres, et al.Universal control of an oscillator with dispersive coupling to a qubitPhys. Rev. A92, 040303 (2015)doi
Proves that number-selective qubit phases (SNAP) and displacements give universal control of an oscillator.
Reinier W. Heeres, Philip Reinhold, Nissim Ofek, Luigi Frunzio, Liang Jiang, et al.Implementing a universal gate set on a logical qubit encoded in an oscillatorNat Commun8, 94 (2017)doi
Numerically optimized control of a coupled cavity–transmon system realizes a universal gate set on a cat-encoded qubit.
Alec Eickbusch, Volodymyr Sivak, Andy Z. Ding, Salvatore S. Elder, Shantanu R. Jha, et al.Fast universal control of an oscillator with weak dispersive coupling to a qubitNat. Phys.18, 1464-1469 (2022)doi
Echoed conditional displacements — fast universal control of an oscillator with only a weak dispersive coupling.
Atharv Joshi, Kyungjoo Noh and Yvonne Y GaoQuantum information processing with bosonic qubits in circuit QEDQuantum Sci. Technol.6, 033001 (2021)doi
Review of bosonic qubits and their error correction in circuit QED.
Software
ECD_control — optimizes echoed-conditional-displacement sequences for an oscillator coupled to a qubit (TensorFlow)
References
Daniel Gottesman, Alexei Kitaev and John PreskillEncoding a qubit in an oscillatorPhys. Rev. A64, 012310 (2001)doi
Atharv Joshi, Kyungjoo Noh and Yvonne Y GaoQuantum information processing with bosonic qubits in circuit QEDQuantum Sci. Technol.6, 033001 (2021)doi
J. M. Ball, J. E. Marsden and M. SlemrodControllability for Distributed Bilinear SystemsSIAM J. Control Optim.20, 575-597 (1982)doi
Thomas Chambrion, Paolo Mason, Mario Sigalotti and Ugo BoscainControllability of the discrete-spectrum Schrödinger equation driven by an external fieldAnn. Inst. H. Poincaré C Anal. Non Linéaire26, 329-349 (2009)doi
Samuel L. Braunstein and Peter van LoockQuantum information with continuous variablesRev. Mod. Phys.77, 513-577 (2005)doi
Christian Weedbrook, Stefano Pirandola, Raúl García-Patrón, Nicolas J. Cerf, Timothy C. Ralph, et al.Gaussian quantum informationRev. Mod. Phys.84, 621-669 (2012)doi
Seth Lloyd and Samuel L. BraunsteinQuantum Computation over Continuous VariablesPhys. Rev. Lett.82, 1784-1787 (1999)doi
C. K. Law and J. H. EberlyArbitrary Control of a Quantum Electromagnetic FieldPhys. Rev. Lett.76, 1055-1058 (1996)doi
Max Hofheinz, E. M. Weig, M. Ansmann, Radoslaw C. Bialczak, Erik Lucero, et al.Generation of Fock states in a superconducting quantum circuitNature454, 310-314 (2008)doi
Max Hofheinz, H. Wang, M. Ansmann, Radoslaw C. Bialczak, Erik Lucero, et al.Synthesizing arbitrary quantum states in a superconducting resonatorNature459, 546-549 (2009)doi
Reinier W. Heeres, Brian Vlastakis, Eric Holland, Stefan Krastanov, Victor V. Albert, et al.Cavity State Manipulation Using Photon-Number Selective Phase GatesPhys. Rev. Lett.115, 137002 (2015)doi
Stefan Krastanov, Victor V. Albert, Chao Shen, Chang-Ling Zou, Reinier W. Heeres, et al.Universal control of an oscillator with dispersive coupling to a qubitPhys. Rev. A92, 040303 (2015)doi
Marina Kudra, Mikael Kervinen, Ingrid Strandberg, Shahnawaz Ahmed, Marco Scigliuzzo, et al.Robust Preparation of Wigner-Negative States with Optimized SNAP-Displacement SequencesPRX Quantum3, 030301 (2022)doi
Reinier W. Heeres, Philip Reinhold, Nissim Ofek, Luigi Frunzio, Liang Jiang, et al.Implementing a universal gate set on a logical qubit encoded in an oscillatorNat Commun8, 94 (2017)doi
Alec Eickbusch, Volodymyr Sivak, Andy Z. Ding, Salvatore S. Elder, Shantanu R. Jha, et al.Fast universal control of an oscillator with weak dispersive coupling to a qubitNat. Phys.18, 1464-1469 (2022)doi
Philip Reinhold, Serge Rosenblum, Wen-Long Ma, Luigi Frunzio, Liang Jiang and Robert J. SchoelkopfError-corrected gates on an encoded qubitNat. Phys.16, 822-826 (2020)doi
Brian Vlastakis, Gerhard Kirchmair, Zaki Leghtas, Simon E. Nigg, Luigi Frunzio, et al.Deterministically Encoding Quantum Information Using 100-Photon Schrödinger Cat StatesScience342, 607-610 (2013)doi
Shruti Puri, Samuel Boutin and Alexandre BlaisEngineering the quantum states of light in a Kerr-nonlinear resonator by two-photon drivingnpj Quantum Inf3, 18 (2017)doi
A. Grimm, N. E. Frattini, S. Puri, S. O. Mundhada, S. Touzard, et al.Stabilization and operation of a Kerr-cat qubitNature584, 205-209 (2020)doi
Z. Leghtas, S. Touzard, I. M. Pop, A. Kou, B. Vlastakis, et al.Confining the state of light to a quantum manifold by engineered two-photon lossScience347, 853-857 (2015)doi
Mazyar Mirrahimi, Zaki Leghtas, Victor V Albert, Steven Touzard, Robert J Schoelkopf, et al.Dynamically protected cat-qubits: a new paradigm for universal quantum computationNew J. Phys.16, 045014 (2014)doi
C. Flühmann, T. L. Nguyen, M. Marinelli, V. Negnevitsky, K. Mehta and J. P. HomeEncoding a qubit in a trapped-ion mechanical oscillatorNature566, 513-517 (2019)doi
P. Campagne-Ibarcq, A. Eickbusch, S. Touzard, E. Zalys-Geller, N. E. Frattini, et al.Quantum error correction of a qubit encoded in grid states of an oscillatorNature584, 368-372 (2020)doi
V. V. Sivak, A. Eickbusch, B. Royer, S. Singh, I. Tsioutsios, et al.Real-time quantum error correction beyond break-evenNature616, 50-55 (2023)doi
Recent papers
339 tracked papers since 2000 are classified
under this topic. See all ·
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Preparing quantum states in bosonic qudits with SNAP--Displacement sequences requires both optimizing the gate parameters and deciding which Fock levels should be controlled by each SNAP gate. A fully parameterized ansatz assigns an independent phase to every Fock level in every gate, leading to a number of phases that grows steeply. This constitutes a problem for short to medium term systems as controlling many phases requires complex control pulses which are subject to increased control errors. Previous work reduced this cost by restricting the trainable phases to predefined sparse patterns, such as a diagonal or a grid, which however may not be optimal for a specific target state. In this work, we address this limitation by introducing a method that learns which phases are needed together with their values, using a differentiable mask. A sparsity penalty encourages the removal of unnecessary phases, while temperature annealing gradually turns the masks into binary decisions. We compare the proposed method with fully parameterized and predefined sparse ansatzes on Fourier and Haar-random target states. The evaluation considers both the minimum number of phases required to reach different infidelity thresholds and the overall trade-off between fidelity and phases required, measured through Pareto frontiers and hypervolume. The results show that learning the location of the phases together with their values provides competitive or improved fidelity--resource trade-offs, although the advantage depends on the target state and qudit dimension.
Massive mechanical oscillators couple directly to forces, accelerations and gravity, making them attractive probes of new physics and of quantum mechanics at macroscopic scales. Pushing sensitivities beyond the standard quantum limit for signals of unknown phase requires non-Gaussian quantum states, whose metrological advantage has so far been confined to lighter systems such as trapped ions. Here we operate a microgram-scale acoustic mode of a high-overtone bulk acoustic wave resonator as a phase-insensitive quantum-enhanced sensor. A transmon qubit prepares the mode in Fock states of up to seven phonons by optimal control, and resolves its phonon-number distribution after interaction with a weak resonant signal. Bayesian analysis yields a Fisher information five times the vacuum value, a 7.0 dB gain in signal-amplitude sensitivity over any classical probe state, irrespective of its energy, currently limited by state preparation infidelities. We then train a neural network on the measured sensor response to perform Bayesian estimation without any analytical model of the system, showing the same sensitivity gain with half the systematic bias. Our results establish acoustic resonators prepared in non-Gaussian states as quantum-enhanced probes for high-frequency gravitational waves, dark matter and wave-function collapse.
Bosonic quantum error correction represents a route towards significant hardware overhead reduction for fault-tolerant quantum computation. However, controlling quantum harmonic oscillators that encode the quantum information comes with its own challenges. In many platforms such as superconducting circuits and trapped ions, the bosonic degree of freedom is controlled by an ancillary qubit whose decay during a qubit-oscillator gate propagates to the oscillator as a continuous error. Such errors generally lie beyond the scope of errors that the bosonic code is capable of correcting. We introduce the continuous-variable flag: an auxiliary oscillator coupled to the ancilla whose phase-space position encodes the continuous error corrupting the storage mode. After the gate, a heterodyne measurement of the flag estimates this continuous-variable error and a subsequent feedback control undoes it up to a bosonic code stabilizer. The scheme requires no new ingredients, as the flag is driven by the same dispersive coupling, displacements and rotations that implement the gates it is supposed to protect. We construct sequences protecting conditional rotations to all orders in ancilla decay with one flag, and conditional displacements to first order with one flag and to all orders with two. Simulations with realistic circuit-QED parameters predict more than three orders of magnitude fewer logical errors for the parity measurement of a four-component cat code, and a finite-energy GKP logical lifetime near its noiseless-ancilla bound. By discretizing continuous-variable errors, the flags introduced in this work are a useful tool for any hybrid oscillator-qubit processor, and open the route towards fault-tolerant simulation and computation with bosonic modes.
Time-domain multiplexing of continuous-variable quantum states provides a scalable approach to photonic quantum information processing, in which individual temporal modes can be sequentially manipulated within a common optical path. Here we demonstrate pulse-resolved post-generation phase control of squeezed-vacuum states at a repetition rate of 93 MHz using a low-loss bulk lithium-niobate electro-optic modulator driven by a broadband RF power amplifier. The driving architecture exploits low-cost, commercially available RF components and the impedance mismatch between the RF chain and the capacitive crystal load, rather than relying on dedicated custom high-voltage electronics, to obtain large voltage excursions on the modulator while operating above the piezoelectric-resonance region of lithium niobate. The modulator is driven synchronously with the optical pulse train, enabling the phase of consecutive temporal modes to be individually controlled. An interferometric calibration yields a maximum differential phase excursion of 1.93 rad. We apply the modulator to a 1035 nm squeezed-vacuum field generated by a synchronously pumped optical parametric oscillator and characterize the output using time-resolved balanced homodyne detection. With the local-oscillator phase kept fixed, the phase of the squeezed state is varied from pulse to pulse, and the corresponding phase-dependent quadrature variance is reconstructed. The resulting quadrature scan agrees with an equivalent measurement obtained by varying the local-oscillator phase with a piezoelectric actuator. These results demonstrate post-generation quantum-state phase control at the individual-pulse level and provide an electro-optic building block for programmable manipulation of time-multiplexed quantum states in recirculating optical architectures.
Quantum sensing uses nonclassical states to improve measurement sensitivity, but the same states that provide metrological gain also decohere more rapidly. This limits the usable interrogation time and, in practice, often precludes improvement in ultimate sensitivity - realized useful quantum advantage has consequently remained rare. Here, we restore persistent quantum advantage by embedding Fock-state enhancement within a quantum heterodyne (Qdyne) protocol, decoupling sensitivity from the decoherence-limited interrogation time τ. Measurements are acquired at short τ where the quantum-enhanced gain is optimal, while precision accumulates with the total measurement time. Demonstrated on the motional mode of a trapped 40Ca+ ion, we observe quantum-enhanced precision that persists to measurement times seven orders of magnitude beyond the dephasing limit, scaling as T^{-3/2} with no indication of saturation. Using the n=3 Fock state, we reach a frequency precision of 0.5uHz relative to an 86MHz carrier, achieving a fractional precision ~6x10^{-15}. This represents a quantum-enhanced gain of 7.1(10) dB over the n=0 state, in agreement with Fisher information predictions. This is the first demonstration of Qdyne beyond solid-state spin-defects. Further, by using the quantum harmonic oscillator to perform frequency mixing, we extend operation beyond 1GHz, two orders of magnitude above the ceiling of pulsed dynamical-decoupling implementations. These results recover quantum advantage at the long timescales required to improve ultimate sensitivity, with direct implications for nanoscale NMR and quantum logic spectroscopy.