REVIEW 2 major objections 5 minor 83 references
Engineering Nonclassical States via the Dynamical Casimir Effect
T0 review · 2 major / 5 minor · reviewed 2026-07-10 · grok-4.5
Pith's one-line read Optimal drives of a qubit frequency can turn dynamical Casimir photon pairs into high-fidelity Fock, squeezed, and cat cavity states from vacuum.
desk verdict Solid numerical demonstration that hybrid optimal control can turn parametric DCE into a practical resource for high-fidelity cavity Fock, squeezed, and cat states; modeling caveats are real but already flagged and do not sink the claim. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
Hybrid optimal control of the qubit-frequency drive Ω_D(t): a CRAB Fourier parametrization that yields a smooth, power-constrained guess, refined by amplitude-bounded GRAPE and final interpolation. The objective is final-state fidelity of the reduced cavity state, exploiting parity conservation so that photon pairs generated by counter-rotating terms land in the desired even- or odd-parity target.
What would settle it
Implement the optimized qubit-frequency pulse for |n=6⟩ (or a 3 dB squeezed vacuum) in a circuit-QED device with g/ω_c ≈ 0.3 and measure the cavity Wigner function; if the reconstructed fidelity falls well below the simulated unitary value ~0.99 (or the dissipative value ~0.9 at η=10^{-4}), the modeling premises fail.
Extended reading notes
Core claim
In a cavity mode ultrastrongly coupled to a frequency-tunable qubit, optimally designed nonadiabatic drives of the qubit frequency can harness the dynamical Casimir effect to deterministically prepare targeted nonclassical cavity states (Fock, squeezed, and Schrödinger-cat superpositions) from vacuum with high fidelity, remaining robust against moderate classical control noise and weak thermal dissipation.
Load-bearing premise
That a pure two-level qubit and a Markovian master equation built from the joint system’s instantaneous eigenstates remain accurate under the strong, broadband, nonadiabatic frequency drives found by the optimizer.
Editorial extensions
If this is right
- Fock, squeezed, and cat states become preparable on demand in a few nanoseconds, well below typical superconducting gate times.
- State-preparation steps that currently rely on heralding or multi-gate sequences can be replaced by a single shaped microwave pulse on the qubit.
- The same control pipeline extends, in principle, to multi-qubit cavity architectures for larger bosonic encodings or reservoir-computing nodes.
- Control-power constraints can be built into the optimization, making the pulses compatible with existing microwave hardware limits.
Reading between the lines
- Because excitations are created in pairs, the same machinery could be retargeted at even-parity logical codes without extra parity-projection steps.
- The reported speed-up relative to weak-coupling protocols suggests that USC platforms could serve as fast ‘state factories’ feeding slower error-corrected processors.
- If higher qubit levels prove non-negligible, the same optimal-control loop could be re-run on a multi-level artificial atom to recover fidelity.
Signed reviews
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript shows that the dynamical Casimir effect in an ultrastrongly coupled cavity–qubit system can be turned from an error source into a resource for deterministic nonclassical-state preparation. Starting from the vacuum of a driven Rabi Hamiltonian, hybrid CRAB–GRAPE optimal control of the qubit frequency is used to generate high-fidelity Fock states (e.g., F≈0.995 for |n=6⟩ under unitary evolution; average F≳0.96 for n≤10), single-mode squeezed vacua, and Schrödinger-cat superpositions. Performance is quantified via reduced-cavity fidelity, Wigner functions, a control-cost functional C2, and systematic scans versus photon number, squeezing strength, and cat amplitude. Robustness is assessed against additive white/colored control noise and against weak thermal dissipation treated with a time-dependent GKLS master equation built from instantaneous joint eigenstates. Experimental feasibility in circuit QED is argued via order-of-magnitude comparisons with existing microwave control and gate-based preparation times.
Significance. If the numerical results hold under realistic device constraints, the work reframes parametric DCE as a practical tool for ultrafast, on-demand bosonic-state engineering in the USC regime—relevant to continuous-variable encodings, bosonic error correction, and quantum metrology. Strengths include an explicit hybrid optimal-control pipeline (CRAB Fourier ansatz → constrained GRAPE → smoothing), parity-consistent target embedding, direct Wigner-function validation, scaling studies over n, r_dB, and α, and systematic classical- and quantum-noise scans. The control-cost functional C2 and amplitude-constrained refinement provide a concrete handle on energetic resources. Within the driven Rabi model the demonstration is reproducible in principle and free of circular target definitions.
major comments (2)
- [Model / SM §S4] Model, Eqs. (1)–(2) and SM §S4: The optimized drives reach amplitudes of order ωc with broadband content (Nf=20, κ∼2–3). Flux-qubit platforms cited for experimental feasibility have higher levels that become relevant under such strong, nonadiabatic frequency modulation. The central claim of high-fidelity preparation and the reported two-order-of-magnitude speedup relative to Jaynes–Cummings gate sequences rest on the pure two-level Rabi model remaining quantitatively accurate. A quantitative estimate (or literature bound) of leakage out of the computational subspace under the reported pulse amplitudes and bandwidths is needed to underwrite the experimental conclusions; without it the feasibility argument remains qualitative.
- [Robustness against noise / Eq. (5) / SM §S3] Eq. (5) and SM §S3: The open-system treatment employs a time-dependent GKLS equation whose Lindblad operators are built from instantaneous eigenstates of HS(t). Standard derivations of such master equations assume weak coupling and sufficiently slow variation of the system Hamiltonian relative to bath correlation times. The optimized DCE protocols are strongly nonadiabatic by design (T∼20τs with large ΩD). The robustness claims (F≳0.9 at η=10−4; Wigner function in Fig. 2e) therefore inherit an unquantified modeling uncertainty. The manuscript should either justify the instantaneous-eigenstate Markovian form for these drive rates (e.g., via adiabaticity parameters or references) or clearly delimit the fidelity results as conditional on that approximation.
minor comments (5)
- [Optimal control strategy] Optimal control strategy section: typographical duplication “minimize the the cost function”.
- [Throughout] Throughout: inconsistent spacing/encoding of “Schrödinger” (e.g., “Schr¨ odinger”) and similar diacritics; clean for production.
- [Fig. 2 / Fig. 5] Fig. 2 and End Matter figures: color-bar ranges for Wigner functions differ slightly between target and prepared panels; a common scale would ease visual comparison of residual error.
- [SM §S1] SM §S1: CRAB fidelity is defined on the reduced cavity state while GRAPE optimizes a full bipartite overlap with a parity-selected product target. The main text already notes consistency of reported fidelities; a one-sentence reminder near Eq. (S4)–(S7) would help readers who skip the SM.
- [SM §S4 / Conclusions] SM §S4: the numerical speedup comparison (∼2.54 ns vs ∼190 ns for |n=6⟩) is useful; stating the cavity frequency assumed for the conversion of τs into nanoseconds in the main text (or a footnote) would make the claim self-contained.
Circularity Check
No circularity: numerical optimal-control maximization of fidelity to independent external target states under a fixed Hamiltonian.
full rationale
The paper's central results are obtained by hybrid CRAB+GRAPE numerical maximization of the fidelity of the reduced cavity state to externally defined target states (Fock |n>, single-mode squeezed vacuum S(r, heta)|0>, and the cat superposition of Eq. (B4)). The targets are standard textbook states, not quantities defined by or fitted from the control pulses. The system Hamiltonian (Rabi + drive, Eqs. (1)–(2)) and the cost C=1-F are fixed a priori; the optimization merely searches for drives that achieve high F under those dynamics. Hyperparameters (Nf, T, P, amplitude bounds) shape the search landscape but do not force the reported fidelities by construction. Self-citations (e.g., prior DCE optimal-control work [19] and the cost functional reference [58]) supply background methods or metrics and are not load-bearing uniqueness theorems or ansätze that reduce the main claim to an input. Parity conservation, Wigner-function agreement, and noise scans are independent consistency checks, not circular redefinitions. The derivation chain is therefore self-contained numerical demonstration, not circular.
Assumptions & free parameters
free parameters (6)
- g/ωc (light–matter coupling ratio)
- Protocol duration T (in units of τs)
- Number of CRAB harmonics Nf and frequency bandwidth κ
- Total control power proxy P and GRAPE amplitude bounds
- Bath parameters η, ωB/ωc, βωc
- ωq/ωc (qubit–cavity detuning)
assumptions (5)
- domain assumption The cavity–qubit system is accurately described by the driven quantum Rabi Hamiltonian with a two-level qubit and a single bosonic mode, including counter-rotating terms that enable parametric DCE.
- standard math Total excitation parity Π=exp(iπ n_ex) is conserved, so targets must lie in the even-parity subspace consistent with the initial |0⟩|g⟩ state.
- domain assumption CRAB (truncated random Fourier basis + derivative-free optimization) and GRAPE (piecewise-constant controls + analytic gradients) can find high-fidelity open-loop controls for this landscape.
- domain assumption Open-system dynamics under weak system–bath coupling and Markovian conditions are described by a time-dependent GKLS master equation with Lindblad operators from instantaneous eigenstates and Ohmic J(ω).
- domain assumption Microwave control technology can implement the optimized ΩD(t) amplitudes and timescales while preserving an effective two-level qubit and USC coupling.
Cite this review
Pith. "Pith review of Engineering Nonclassical States via the Dynamical Casimir Effect." pith.science (2026). https://pith.science/paper/TVM6FX2I
@misc{pith2026260708275,
author = {Pith},
title = {Pith review of: Engineering Nonclassical States via the Dynamical Casimir Effect},
year = {2026},
howpublished = {\url{https://pith.science/paper/TVM6FX2I}},
note = {Machine review of arXiv:2607.08275}
}
read the original abstract
Nonadiabatic driving in ultrastrongly coupled light--matter systems is commonly regarded as a source of errors, as counter-rotating interactions convert vacuum fluctuations into real excitations through the dynamical Casimir effect (DCE). Here we show that, instead, the DCE can be harnessed as a resource for engineering nonclassical states of light. Considering a cavity mode ultrastrongly coupled to a frequency-tunable qubit, we employ optimal quantum control to design driving protocols that convert vacuum fluctuations into targeted states. Numerical optimization reveals a versatile and robust approach for the deterministic preparation of a broad class of nonclassical states, illustrated here through Fock states, squeezed states, and Schr\"odinger-cat-state superpositions.
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Figures from the paper (2 more)
Reference graph
Works this paper leans on
-
[1]
System and control parameters areg/ω c = 0.3,T= 20τ s ≡20π/2g,ω q/ωc = 2 (corresponding to the off-resonance regime|ω c −ω q| ≫g), andN f = 20. The number of time intervals for the GRAPE refinement isN t = 300. Environmental parameters areω B/ωc = 10,β ω c = 5, andη= 10 −4 (see sectionRobustness against noisefor details). nonclassical Fock state withn= 6 ...
work page 2024
-
[2]
M. A. Nielsen and I. L. Chuang,Quantum Computa- tion and Quantum Information: 10th Anniversary Edi- tion(Cambridge University Press, 2010)
work page 2010
-
[3]
G. Benenti, G. Casati, D. Rossini, and G. Strini,Princi- ples of Quantum Computation and Information, 2nd ed. (World Scientific, Singapore, 2018)
work page 2018
-
[4]
D. Walls and G. J. Milburn, Generation and applications of squeezed light, inQuantum Optics, edited by D. Walls and G. J. Milburn (Springer Berlin Heidelberg, Berlin, Heidelberg, 2008) pp. 143–175
work page 2008
-
[5]
Y.-H. Chen, W. Qin, X. Wang, A. Miranowicz, and F. Nori, Shortcuts to adiabaticity for the quantum rabi model: Efficient generation of giant entangled cat states via parametric amplification, Phys. Rev. Lett.126, 023602 (2021)
work page 2021
-
[6]
J. Aasiet al., Enhanced sensitivity of the ligo gravita- tional wave detector by using squeezed states of light, Nature Photonics7, 613 (2013)
work page 2013
-
[7]
E. Descamps, A. Saharyan, A. Chivet, A. Keller, and P. Milman, Unified framework for bosonic quantum in- formation encoding, resources, and universality from su- perselection rules, Optica Quantum4, 148 (2026)
work page 2026
- [8]
Show all 83 references
-
[9]
M. H. Michael, M. Silveri, R. T. Brierley, V. V. Albert, J. Salmilehto, L. Jiang, and S. M. Girvin, New class of quantum error-correcting codes for a bosonic mode, Phys. Rev. X6, 031006 (2016)
2016
-
[10]
Y.-H. Chen, W. Qin, R. Stassi, X. Wang, and F. Nori, Fast binomial-code holonomic quantum computation with ultrastrong light-matter coupling, Phys. Rev. Res. 3, 033275 (2021)
2021
-
[11]
Leghtas, G
Z. Leghtas, G. Kirchmair, B. Vlastakis, R. J. Schoelkopf, M. H. Devoret, and M. Mirrahimi, Hardware-efficient au- tonomous quantum memory protection, Phys. Rev. Lett. 111, 120501 (2013)
2013
-
[12]
N. Ofek, A. Petrenko, R. Heeres, P. Reinhold, Z. Leghtas, B. Vlastakis, Y. Liu, L. Frunzio, S. M. Girvin, L. Jiang, M. Mirrahimi, M. H. Devoret, and R. J. Schoelkopf, Ex- tending the lifetime of a quantum bit with error correc- tion in superconducting circuits, Nature536, 441 (2016)
2016
-
[13]
Beaudoin, J
F. Beaudoin, J. M. Gambetta, and A. Blais, Dissipation and ultrastrong coupling in circuit QED, Phys. Rev. A 84, 043832 (2011)
2011
-
[14]
Frisk Kockum, A
A. Frisk Kockum, A. Miranowicz, S. De Liberato, S. Savasta, and F. Nori, Ultrastrong coupling between light and matter, Nature Reviews Physics1, 19 (2019)
2019
-
[15]
Forn-D´ ıaz, L
P. Forn-D´ ıaz, L. Lamata, E. Rico, J. Kono, and E. Solano, Ultrastrong coupling regimes of light-matter interaction, Rev. Mod. Phys.91, 025005 (2019)
2019
-
[16]
G. T. Moore, Quantum theory of the electromagnetic field in a variable-length one-dimensional cavity, Journal of Mathematical Physics11, 2679 (1970)
1970
-
[17]
V. V. Dodonov, Current status of the dynamical casimir effect, Physica Scripta82, 038105 (2010)
2010
-
[18]
C. M. Wilson, G. Johansson, A. Pourkabirian, M. Simoen, J. R. Johansson, T. Duty, F. Nori, and P. Delsing, Observation of the dynamical casimir effect in a superconducting circuit, Nature479, 376 (2011)
2011
-
[19]
P. D. Nation, J. R. Johansson, M. P. Blencowe, and 6 F. Nori, Colloquium: Stimulating uncertainty: Amplify- ing the quantum vacuum with superconducting circuits, Rev. Mod. Phys.84, 1 (2012)
2012
-
[20]
F. Hoeb, F. Angaroni, J. Zoller, T. Calarco, G. Strini, S. Montangero, and G. Benenti, Amplification of the parametric dynamical casimir effect via optimal control, Phys. Rev. A96, 033851 (2017)
2017
-
[21]
Benenti, A
G. Benenti, A. D’Arrigo, S. Siccardi, and G. Strini, Dy- namical casimir effect in quantum-information process- ing, Phys. Rev. A90, 052313 (2014)
2014
-
[22]
Felicetti, M
S. Felicetti, M. Sanz, L. Lamata, G. Romero, G. Johans- son, P. Delsing, and E. Solano, Dynamical casimir effect entangles artificial atoms, Phys. Rev. Lett.113, 093602 (2014)
2014
-
[23]
C. P. Koch, U. Boscain, T. Calarco, G. Dirr, S. Fil- ipp, S. J. Glaser, R. Kosloff, S. Montangero, T. Schulte- Herbr¨ uggen, D. Sugny, and F. K. Wilhelm, Quantum op- timal control in quantum technologies. Strategic report on current status, visions and goals for research in Eu...
2022
-
[26]
Khaneja, T
N. Khaneja, T. Reiss, C. Kehlet, T. Schulte-Herbr¨ uggen, and S. J. Glaser, Optimal control of coupled spin dy- namics: design of nmr pulse sequences by gradient as- cent algorithms, Journal of Magnetic Resonance172, 296 (2005)
2005
-
[27]
Haroche and J.-M
S. Haroche and J.-M. Raimond,Exploring the Quantum: Atoms, Cavities, and Photons(Oxford University Press, 2006)
2006
-
[28]
Filipowicz, J
P. Filipowicz, J. Javanainen, and P. Meystre, Quantum and semiclassical steady states of a kicked cavity mode, J. Opt. Soc. Am. B3, 906 (1986)
1986
-
[29]
Braak, Integrability of the Rabi model, Phys
D. Braak, Integrability of the Rabi model, Phys. Rev. Lett.107, 100401 (2011)
2011
-
[30]
Q. Xie, H. Zhong, M. T. Batchelor, and C. Lee, The quantum rabi model: solution and dynamics, Journal of Physics A: Mathematical and Theoretical50, 113001 (2017)
2017
-
[31]
Dodonov, Fifty years of the dynamical casimir effect, Physics2, 67 (2020)
V. Dodonov, Fifty years of the dynamical casimir effect, Physics2, 67 (2020)
2020
-
[32]
In this work, we consider theparametricDCE, where photons are generated through the parametric amplifica- tion of vacuum fluctuations without moving or changing the boundaries [16]
-
[33]
Braak, Symmetries in the quantum rabi model, Sym- metry11, 1259 (2019)
D. Braak, Symmetries in the quantum rabi model, Sym- metry11, 1259 (2019)
2019
-
[34]
Further details on the specific fidelity definitions used—which depend on the adopted optimal control technique—are provided in the Supplemental Material (SM)
-
[35]
Zheng, S
Y. Zheng, S. Campbell, G. De Chiara, and D. Poletti, Cost of counterdiabatic driving and work output, Phys. Rev. A94, 042132 (2016)
2016
-
[36]
Campbell and S
S. Campbell and S. Deffner, Trade-off between speed and cost in shortcuts to adiabaticity, Phys. Rev. Lett.118, 100601 (2017)
2017
-
[37]
See [58] for the use of this metric beyond the counterdiabatic-driving regime
-
[38]
The timescaleτ s corresponds to the time required to perform half a vacuum Rabi oscillation in the reso- nant (ω q =ω c) Jaynes-Cummings limit [i.e., neglecting counter-rotating terms in the Rabi Hamiltonian (1)]
-
[39]
Depending on the specific experimental constraints, the fidelityF≈0.995 can be further enhanced up to≈0.999 by permitting larger control amplitudes (see SM)
-
[41]
Lindblad, On the generators of quantum dynamical semigroups, Communications in Mathematical Physics 48, 119 (1976)
G. Lindblad, On the generators of quantum dynamical semigroups, Communications in Mathematical Physics 48, 119 (1976)
1976
-
[45]
Deng, J.-L
C. Deng, J.-L. Orgiazzi, F. Shen, S. Ashhab, and A. Lu- pascu, Observation of floquet states in a strongly driven artificial atom, Phys. Rev. Lett.115, 133601 (2015)
2015
-
[46]
Niemczyk, F
T. Niemczyk, F. Deppe, H. Huebl, E. P. Menzel, F. Hocke, M. J. Schwarz, J. J. Garcia-Ripoll, D. Zueco, T. H¨ ummer, E. Solano, A. Marx, and R. Gross, Circuit quantum electrodynamics in the ultrastrong-coupling regime, Nature Physics6, 772 (2010)
2010
-
[47]
J. M. Fink, M. G¨ oppl, M. Baur, R. Bianchetti, P. J. Leek, A. Blais, and A. Wallraff, Climbing the Jaynes– Cummings ladder and observing its nonlinearity in a cav- ity QED system, Nature454, 315 (2008)
2008
-
[48]
Yoshikawa, K
J.-i. Yoshikawa, K. Makino, S. Kurata, P. van Loock, and A. Furusawa, Creation, storage, and on-demand release of optical quantum states with a negative wigner func- tion, Phys. Rev. X3, 041028 (2013)
2013
-
[49]
Lau and M
H.-K. Lau and M. B. Plenio, Universal quantum comput- ing with arbitrary continuous-variable encoding, Phys. Rev. Lett.117, 100501 (2016)
2016
-
[50]
J. Lee, N. Kang, S.-H. Lee, H. Jeong, L. Jiang, and S.- W. Lee, Fault-tolerant quantum computation by hybrid qubits with bosonic cat code and single photons, PRX Quantum5, 030322 (2024)
2024
-
[51]
Q. Xu, G. Zheng, Y.-X. Wang, P. Zoller, A. A. Clerk, and L. Jiang, Autonomous quantum error correction and fault-tolerant quantum computation with squeezed cat qubits, npj Quantum Information9, 78 (2023)
2023
-
[52]
Paparelle, F
I. Paparelle, F. Mousavi, F. Scazza, A. Bassi, M. Paris, and A. Zavatta, Experimental direct quantum commu- nication with squeezed states, Opt. Express33, 28917 (2025)
2025
-
[53]
Reiserer and G
A. Reiserer and G. Rempe, Cavity-based quantum net- works with single atoms and optical photons, Rev. Mod. Phys.87, 1379 (2015)
2015
-
[54]
Schnabel, Squeezed states of light and their appli- cations in laser interferometers, Physics Reports684, 1 (2017)
R. Schnabel, Squeezed states of light and their appli- cations in laser interferometers, Physics Reports684, 1 (2017)
2017
-
[55]
Mart´ ınez-Pe˜ na, J
R. Mart´ ınez-Pe˜ na, J. Nokkala, G. L. Giorgi, R. Zambrini, and M. C. Soriano, Information processing capacity of spin-based quantum reservoir computing systems, Cog- 7 nitive Computation15, 1440 (2023)
2023
-
[56]
Sannia, R
A. Sannia, R. Mart´ ınez-Pe˜ na, M. C. Soriano, G. L. Giorgi, and R. Zambrini, Dissipation as a resource for Quantum Reservoir Computing, Quantum8, 1291 (2024)
2024
-
[57]
C. Zhu, P. J. Ehlers, H. I. Nurdin, and D. Soh, Minimal- istic and scalable quantum reservoir computing enhanced with feedback, npj Quantum Information11, 195 (2025)
2025
-
[58]
S. Das, G. L. Giorgi, and R. Zambrini, Quantum reser- voir computing in Jaynes-Cummings models: Nonlinear memory and time-series prediction, Phys. Rev. Res.8, 023148 (2026)
2026
-
[59]
Tumbiolo, L
E. Tumbiolo, L. Maccone, C. Macchiavello, M. G. A. Paris, and G. Guarnieri, Shake before use: Universal en- hancement of quantum thermometry by unitary driving, Phys. Rev. Lett. (2026)
2026
-
[60]
Vahlbruch, M
H. Vahlbruch, M. Mehmet, K. Danzmann, and R. Schn- abel, Detection of 15 db squeezed states of light and their application for the absolute calibration of photoelectric quantum efficiency, Phys. Rev. Lett.117, 110801 (2016)
2016
-
[61]
Dassonneville, R
R. Dassonneville, R. Assouly, T. Peronnin, A. Clerk, A. Bienfait, and B. Huard, Dissipative stabilization of squeezing beyond 3 db in a microwave mode, PRX Quan- tum2, 020323 (2021)
2021
-
[62]
Eickbusch, V
A. Eickbusch, V. Sivak, A. Z. Ding, S. S. Elder, S. R. Jha, J. Venkatraman, B. Royer, S. M. Girvin, R. J. Schoelkopf, and M. H. Devoret, Fast universal control of an oscillator with weak dispersive coupling to a qubit, Nature Physics 18, 1464 (2022)
2022
-
[63]
Engineering Nonclassical States via the Dynamical Casimir Effect
Y. Cai, X. Deng, L. Zhang, Z. Ni, J. Mai, P. Huang, P. Zheng, L. Hu, S. Liu, Y. Xu, and D. Yu, Quantum squeezing amplification with a weak kerr nonlinear oscil- lator, Nature Communications17, 970 (2025). 8 END MA TTER Appendix A: Squeezed state generation.—To illustrate how o...
2025
-
[64]
Caneva, T
T. Caneva, T. Calarco, and S. Montangero, Chopped random-basis quantum optimization, Phys. Rev. A84, 022326 (2011)
2011
-
[65]
M. M. M¨ uller, R. S. Said, F. Jelezko, T. Calarco, and S. Montangero, One decade of quantum optimal control in the chopped random basis, Reports on Progress in Physics85, 076001 (2022)
2022
-
[66]
Khaneja, T
N. Khaneja, T. Reiss, C. Kehlet, T. Schulte-Herbr¨ uggen, and S. J. Glaser, Optimal control of coupled spin dynamics: design of nmr pulse sequences by gradient ascent algorithms, Journal of Magnetic Resonance172, 296 (2005)
2005
-
[67]
J. R. Johansson, P. D. Nation, and F. Nori, QuTiP: An open-source Python framework for the dynamics of open quantum systems, Computer Physics Communications183, 1760 (2012)
2012
-
[68]
J. R. Johansson, P. D. Nation, and F. Nori, QuTiP 2: A Python framework for the dynamics of open quantum systems, Computer Physics Communications184, 1234 (2013)
2013
-
[69]
Gao and L
F. Gao and L. Han, Implementing the nelder-mead simplex algorithm with adaptive parameters, Computational Opti- mization and Applications51, 259 (2012)
2012
-
[70]
Virtanen, R
P. Virtanen, R. Gommers, T. E. Oliphant, M. Haberland, T. Reddy, D. Cournapeau, E. Burovski, P. Peterson, W. Weckesser, J. Bright, S. J. van der Walt, M. Brett, J. Wilson, K. J. Millman, N. Mayorov, A. R. J. Nelson, E. Jones, R. Kern, E. Larson, C. J. Carey, ˙I. Polat, Y. Feng...
2020
-
[71]
R. H. Byrd, P. Lu, J. Nocedal, and C. Zhu, A limited memory algorithm for bound constrained optimization, SIAM Journal on Scientific Computing16, 1190 (1995)
1995
-
[72]
M. O. Scully and M. S. Zubairy,Quantum Optics(Cambridge University Press, 1997)
1997
-
[73]
Carrega, L
M. Carrega, L. Razzoli, P. A. Erdman, F. Cavaliere, G. Benenti, and M. Sassetti, Dissipation-induced collective advantage of a quantum thermal machine, AVS Quantum Science6, 025001 (2024)
2024
-
[74]
Breuer and F
H.-P. Breuer and F. Petruccione,The Theory of Open Quantum Systems(Oxford University Press, 2007)
2007
-
[75]
Manzano, A short introduction to the Lindblad master equation, AIP Advances10, 025106 (2020)
D. Manzano, A short introduction to the Lindblad master equation, AIP Advances10, 025106 (2020)
2020
-
[76]
Campaioli, J
F. Campaioli, J. H. Cole, and H. Hapuarachchi, Quantum master equations: Tips and tricks for quantum optics, quantum computing, and beyond, PRX Quantum5, 020202 (2024)
2024
-
[77]
Vacchini,Open Quantum Systems: Foundations and Theory, 1st ed., Graduate Texts in Physics (Springer, Cham, 2024)
B. Vacchini,Open Quantum Systems: Foundations and Theory, 1st ed., Graduate Texts in Physics (Springer, Cham, 2024)
2024
-
[78]
Kossakowski, On quantum statistical mechanics of non-Hamiltonian systems, Reports on Mathematical Physics3, 247 (1972)
A. Kossakowski, On quantum statistical mechanics of non-Hamiltonian systems, Reports on Mathematical Physics3, 247 (1972)
1972
-
[79]
Lindblad, On the generators of quantum dynamical semigroups, Communications in Mathematical Physics48, 119 (1976)
G. Lindblad, On the generators of quantum dynamical semigroups, Communications in Mathematical Physics48, 119 (1976)
1976
-
[80]
Gorini, A
V. Gorini, A. Kossakowski, and E. C. G. Sudarshan, Completely positive dynamical semigroups ofN-level systems, Journal of Mathematical Physics17, 821 (1976)
1976
-
[81]
Yoshihara, T
F. Yoshihara, T. Fuse, S. Ashhab, K. Kakuyanagi, S. Saito, and K. Semba, Superconducting qubit–oscillator circuit beyond the ultrastrong-coupling regime, Nature Physics13, 44 (2017)
2017
-
[82]
Yoshihara, T
F. Yoshihara, T. Fuse, S. Ashhab, K. Kakuyanagi, S. Saito, and K. Semba, Characteristic spectra of circuit quantum electrodynamics systems from the ultrastrong- to the deep-strong-coupling regime, Phys. Rev. A95, 053824 (2017)
2017
-
[83]
Deng, J.-L
C. Deng, J.-L. Orgiazzi, F. Shen, S. Ashhab, and A. Lupascu, Observation of floquet states in a strongly driven artificial atom, Phys. Rev. Lett.115, 133601 (2015)
2015
-
[84]
Hofheinz, E
M. Hofheinz, E. M. Weig, M. Ansmann, R. C. Bialczak, E. Lucero, M. Neeley, A. D. O’Connell, H. Wang, J. M. Martinis, and A. N. Cleland, Generation of fock states in a superconducting quantum circuit, Nature454, 310 (2008)
2008
-
[85]
Kjaergaard, M
M. Kjaergaard, M. E. Schwartz, J. Braum¨ uller, P. Krantz, J. I.-J. Wang, S. Gustavsson, and W. D. Oliver, Superconducting qubits: Current state of play, Annual Review of Condensed Matter Physics11, 369 (2020)
2020
-
[86]
Krantz, M
P. Krantz, M. Kjaergaard, F. Yan, T. P. Orlando, S. Gustavsson, and W. D. Oliver, A quantum engineer’s guide to superconducting qubits, Applied Physics Reviews6, 021318 (2019)
2019
-
[87]
Leghtas, G
Z. Leghtas, G. Kirchmair, B. Vlastakis, R. J. Schoelkopf, M. H. Devoret, and M. Mirrahimi, Hardware-efficient autonomous quantum memory protection, Phys. Rev. Lett.111, 120501 (2013)
2013
-
[88]
Niemczyk, F
T. Niemczyk, F. Deppe, H. Huebl, E. P. Menzel, F. Hocke, M. J. Schwarz, J. J. Garcia-Ripoll, D. Zueco, T. H¨ ummer, E. Solano, A. Marx, and R. Gross, Circuit quantum electrodynamics in the ultrastrong-coupling regime, Nature Physics 6, 772 (2010)
2010
-
[89]
J. M. Fink, M. G¨ oppl, M. Baur, R. Bianchetti, P. J. Leek, A. Blais, and A. Wallraff, Climbing the Jaynes–Cummings ladder and observing its nonlinearity in a cavity QED system, Nature454, 315 (2008)
2008
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