Physical currents for stochastic Einstein-Podolsky-Rosen quantum trajectories
Pith reviewed 2026-05-10 19:34 UTC · model grok-4.3
The pith
Stratonovich stochastic noise correctly models the measured homodyne current in stochastic Schrödinger equation simulations of EPR correlations.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
In simulations of Einstein-Podolsky-Rosen correlations for a two-mode squeezed state, the stochastic Schrödinger equation generates the correct physical homodyne current only when the stochastic term is interpreted in the Stratonovich sense rather than Ito, at least in the broad-band limit.
What carries the argument
The stochastic differential term added to the Schrödinger equation to represent the homodyne current measurement, interpreted via Stratonovich calculus to ensure agreement with physical observations.
If this is right
- Accurate prediction of EPR correlations follows directly from using the Stratonovich term in the trajectories.
- Improved modeling of measurement noise reduces errors in quantum technology applications.
- Varying measurement settings in the trajectories enables a modern realization of simultaneous position and momentum measurements.
- The result applies specifically to the broad-band limit relevant to many quantum optical experiments.
Where Pith is reading between the lines
- The same stochastic interpretation distinction could guide noise modeling in other quantum trajectory simulations beyond EPR states.
- This approach may help design quantum sensors or protocols that minimize measurement-induced errors.
- Direct experimental tests with actual homodyne detectors would provide stronger confirmation than simulation alone.
Load-bearing premise
The stochastic Schrödinger equation simulation fully captures the physical measured current without unaccounted effects from the experimental setup or higher-order corrections.
What would settle it
A laboratory measurement of homodyne currents from a broad-band two-mode squeezed EPR source that matches Ito-calculated values better than Stratonovich-calculated values would falsify the central claim.
Figures
read the original abstract
Theories of the measured homodyne current generated by a stochastic Schr\"odinger equation (SSE) can be tested in a simulation of the Einstein-Podolsky-Rosen (EPR) correlations for a two-mode squeezed state. We carry out such a simulation, and determine the correct stochastic term for the measured current in the broad-band limit. Stratonovich rather than Ito stochastic noise agrees with experiment. We show that this is relevant to measurement noise and errors in quantum technologies. By analyzing the SSE trajectories as measurement settings are changed, we propose a modern version of Schrodinger's gedanken experiment, where one measures position and momenta simultaneously, ``one by direct, the other by indirect measurement''.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript simulates stochastic Schrödinger equation trajectories for EPR correlations in a two-mode squeezed state to determine the stochastic calculus interpretation of the measured homodyne current. It claims that Stratonovich (rather than Itô) noise reproduces the experimental homodyne current in the broad-band limit, discusses relevance to measurement noise in quantum technologies, and proposes a modern Schrödinger gedankenexperiment for simultaneous position-momentum measurements via direct and indirect methods.
Significance. If the simulation faithfully isolates the calculus choice and matches the physical observable without unaccounted experimental artifacts, the result would clarify the correct stochastic term for continuous homodyne measurements of squeezed states. This has direct implications for noise modeling and error budgets in quantum optics and quantum information devices that rely on broadband homodyne detection.
major comments (2)
- [Numerical simulation and comparison to experiment] The load-bearing claim is that the simulated homodyne current extracted from the SSE trajectories corresponds exactly to the laboratory observable in the broad-band limit. The manuscript must demonstrate that discretization, bandwidth cutoff, and absence of detector response, losses, or finite-efficiency filtering do not shift the apparent preference for Stratonovich over Itô; otherwise the distinction cannot be attributed to the stochastic term itself.
- [Results and discussion] No quantitative measures of agreement (e.g., mean-squared error, correlation coefficients, or statistical tests) between simulated and experimental currents are reported, nor are simulation parameters, ensemble sizes, or convergence checks with respect to time step or bandwidth. This prevents assessment of whether the reported agreement is robust or could be reproduced by other choices of stochastic interpretation.
minor comments (2)
- [Abstract] The abstract asserts agreement with experiment without referencing the specific figures or tables that display the comparison or stating the quantitative metric used.
- [Theory and Methods] Notation for the stochastic increment and the definition of the measured current should be cross-checked for consistency between the theoretical derivation and the numerical implementation sections.
Simulated Author's Rebuttal
We thank the referee for their careful reading and constructive feedback on our manuscript. We address each major comment below with clarifications and indicate the revisions we will make to improve the numerical validation and presentation of results.
read point-by-point responses
-
Referee: [Numerical simulation and comparison to experiment] The load-bearing claim is that the simulated homodyne current extracted from the SSE trajectories corresponds exactly to the laboratory observable in the broad-band limit. The manuscript must demonstrate that discretization, bandwidth cutoff, and absence of detector response, losses, or finite-efficiency filtering do not shift the apparent preference for Stratonovich over Itô; otherwise the distinction cannot be attributed to the stochastic term itself.
Authors: We agree that isolating the effect of the stochastic calculus requires explicit checks against numerical and modeling artifacts. Our simulations are performed in the broad-band limit with time steps small enough that further reduction does not change the preference for Stratonovich over Itô. We will add convergence plots versus time step and bandwidth cutoff to the revised manuscript. For detector response, losses, and finite-efficiency filtering, these effects are omitted from the ideal model; we will include a new paragraph arguing that, in the broad-band regime, such linear filtering acts identically on both interpretations and therefore cannot be responsible for the observed agreement with experiment. If the referee believes additional simulations with explicit loss models are required, we are prepared to perform them. revision: partial
-
Referee: [Results and discussion] No quantitative measures of agreement (e.g., mean-squared error, correlation coefficients, or statistical tests) between simulated and experimental currents are reported, nor are simulation parameters, ensemble sizes, or convergence checks with respect to time step or bandwidth. This prevents assessment of whether the reported agreement is robust or could be reproduced by other choices of stochastic interpretation.
Authors: We acknowledge that the present version relies primarily on visual comparison. In the revised manuscript we will add quantitative metrics: mean-squared error and Pearson correlation coefficients between the simulated Stratonovich (and Itô) currents and the experimental data, together with a simple statistical test of the null hypothesis that the residuals are consistent with noise. We will also report the simulation parameters used (ensemble size, normalized time step, and effective bandwidth) and include supplementary figures demonstrating convergence of these metrics as the time step is decreased and the bandwidth is increased. These additions will allow readers to judge the robustness of the Stratonovich preference directly. revision: yes
Circularity Check
No significant circularity; simulation compares independent interpretations to external data
full rationale
The paper's central result is obtained by numerically simulating SSE trajectories for a two-mode squeezed state under both Stratonovich and Ito interpretations, then comparing the extracted homodyne currents in the broad-band limit directly to experimental measurements. This comparison does not reduce to a fitted parameter or self-defined quantity by construction, nor does it rely on a load-bearing self-citation chain for the stochastic calculus choice. The experimental benchmark is treated as an independent external reference, and the derivation chain remains self-contained against that benchmark without renaming known results or smuggling ansatzes via prior self-work.
Axiom & Free-Parameter Ledger
axioms (1)
- standard math Standard framework of stochastic Schrödinger equations for open quantum systems
Reference graph
Works this paper leans on
-
[1]
for the detected photocurrentJ= (J1, J2): dJ dτ =−κ(J−j).(7) In this approach, the currentJhas a finite bandwidthκ, and follows standard calculus. Since Ito equations can be transformed to Stratonovich equations using known rules [38, 41], this resolves the Ito vs. Stratonovich ambiguity. In the wide-band detector limit ofκ→ ∞, one can adiabatically elimi...
-
[2]
This type of adiabatic elimination is only valid in the case of a Stratonovich SDE [42], and gives thatJ→jS. Hence the physical current in the limit of a wide-band detector is the Stratonovich current. 3 0.2 0.4 0.6 0.8 0 0.5 1 1.5 2 Ito, same times Ito, diff. times Stratonovich exact Figure 1. The averaged unfiltered SSE homodyne current cor- relation⟨j ...
-
[3]
The value of the stochastic currentJ2,av(τ)implies an outcomep 2 forˆp2. Noting that the LO interaction with the output field is reversible, the setting of system1is then changed fromθ1 = 0toθ 1 =π/2, so thatˆp1 would be measured directly. The value ofJ2(τ)is not changed by the change in setting at system1(no-signaling) and thestochasticcurrentsJ 2,av(τ)a...
- [4]
-
[5]
N. Gisin and I. C. Percival, Journal of Physics A: Math- ematical and General25, 5677 (1992)
work page 1992
- [6]
-
[7]
C. W. Gardiner, A. S. Parkins, and P. Zoller, Phys. Rev. A46, 4363 (1992)
work page 1992
- [8]
-
[9]
H. M. Wiseman and G. J. Milburn, Phys. Rev. A47, 642 (1993)
work page 1993
- [10]
-
[11]
M. Rigo, F. Mota-Furtado, and P. F. O’Mahony, Journal of Physics A: Mathematical and General30, 7557 (1997)
work page 1997
-
[12]
F. E. van Dorsselaer and G. Nienhuis, Journal of Optics B: Quantum and Semiclassical Optics2, R25 (2000)
work page 2000
- [13]
- [14]
-
[15]
A. Barchielli and M. Gregoratti,Quantum trajectories and measurements in continuous time: the diffusive case, Vol. 782 (Springer Science & Business Media, 2009)
work page 2009
-
[16]
H. M. Wiseman and G. J. Milburn,Quantum Measure- ment and Control(Cambridge University Press, 2009)
work page 2009
-
[17]
H. J. Carmichael,Statistical methods in quantum optics 2: Non-classical fields(Springer Science & Business Me- dia, 2009)
work page 2009
- [18]
-
[19]
Z. Y. Ou, S. F. Pereira, H. J. Kimble, and K. C. Peng, Physical Review Letters68, 3663 (1992)
work page 1992
-
[20]
M. D. Reid, P. D. Drummond, W. P. Bowen, E. G. Cav- alcanti, P. K. Lam, H. A. Bachor, U. L. Andersen, and G. Leuchs, Rev. Mod. Phys.81, 1727 (2009)
work page 2009
-
[21]
M. D. Reid, Phys. Rev. A40, 913 (1989)
work page 1989
-
[22]
Itô, Nagoya Mathematical Journal3, 55 (1951)
K. Itô, Nagoya Mathematical Journal3, 55 (1951)
work page 1951
- [23]
- [24]
-
[25]
Z. K. Minev, S. O. Mundhada, S. Shankar, P. Reinhold, R. Gutiérrez-Jáuregui, R. J. Schoelkopf, M. Mirrahimi, H. J. Carmichael, and M. H. Devoret, Nature570, 200 (2019)
work page 2019
-
[26]
M. J. Kewming, S. Shrapnel, and G. J. Milburn, New Journal of Physics22, 053042 (2020)
work page 2020
-
[27]
M. Thenabadu, R. Y. Teh, J. Wang, S. Kiesewetter, M. D. Reid, and P. D. Drummond, Quest for quantum advantage: Monte carlo wave-function simulations of the coherent ising machine (2025), arXiv:2501.02681 [quant- ph]
-
[28]
Y. Ma, H. Miao, B. H. Pang, M. Evans, C. Zhao, J. Harms, R. Schnabel, and Y. Chen, Nature Physics13, 776 (2017)
work page 2017
-
[29]
P. L. McMahon, A. Marandi, Y. Haribara, R. Hamerly, C. Langrock, S. Tamate, T. Inagaki, H. Takesue, S. Utsunomiya, K. Aihara, R. L. Byer, M. M. Fejer, H. Mabuchi, and Y. Yamamoto, Science354, 614 (2016)
work page 2016
-
[30]
J. S. Bell, Phys.1, 195 (1964)
work page 1964
-
[31]
J. S. Bell, Rev. Mod. Phys.38, 447 (1966)
work page 1966
-
[32]
N. D. Mermin, Physical Today43, 9 (1990)
work page 1990
-
[33]
D. M. Greenberger, M. A. Horne, and A. Zeilinger,Bell’s Theorem, Quantum Theory and Conceptions of the Uni- verse, edited by M. Kafatos (Springer, 1989) p. 348
work page 1989
-
[34]
P. H. Eberhard and R. R. Ross, Foundations of Phys. Lett.2, 127 (1989)
work page 1989
-
[35]
Schrödinger, Naturwissenschaften23, 823 (1935)
E. Schrödinger, Naturwissenschaften23, 823 (1935)
work page 1935
-
[36]
P. Colciaghi, Y. Li, P. Treutlein, and T. Zibold, Phys. Rev. X13, 021031 (2023)
work page 2023
-
[37]
C. W. Gardiner and P. Zoller,Quantum Noise: A Handbook of Markovian and Non-Markovian Quantum Stochastic Methods with Applications to Quantum Op- tics, Springer Series in Synergetics (Springer, 2004)
work page 2004
-
[38]
P. D. Drummond and M. Hillery,The quantum theory of nonlinear optics(Cambridge University Press, 2014)
work page 2014
-
[39]
C. W. Gardiner and M. J. Collett, Physical Review A 31, 3761 (1985)
work page 1985
-
[40]
H. J. Carmichael, Physical review letters70, 2273 (1993)
work page 1993
-
[41]
C. W. Gardiner,Handbook of Stochastic Methods for Physics, Chemistry, and the Natural Sciences, Springer complexity (Springer, 2004)
work page 2004
-
[42]
C. W. Gardiner,Handbook of Stochastic Methods, 2nd ed. (Springer-Verlag, Berlin, 1985) p. 442
work page 1985
- [43]
-
[44]
Arnold,Stochastic differential equations: theory and applications, reprint ed
L. Arnold,Stochastic differential equations: theory and applications, reprint ed. (Folens Publishers, 1992) p. 228
work page 1992
-
[45]
C. W. Gardiner, Physical Review A29, 2814 (1984)
work page 1984
- [46]
-
[47]
Z. Wang, A. Marandi, K. Wen, R. L. Byer, and Y. Ya- mamoto, Physical Review A88, 063853 (2013)
work page 2013
-
[48]
A. Marandi, Z. Wang, K. Takata, R. L. Byer, and Y. Ya- mamoto, Nature Photonics8, 937 (2014)
work page 2014
-
[49]
Y. Yamamoto, K. Aihara, T. Leleu, K.-i. Kawarabayashi, S. Kako, M. Fejer, K. Inoue, and H. Takesue, npj Quan- tum Information3, 49 (2017)
work page 2017
-
[50]
Y. Yamamoto, T. Leleu, S. Ganguli, and H. Mabuchi, Applied Physics Letters117, 160501 (2020)
work page 2020
-
[51]
P. D. Drummond, R. Y. Teh, M. Thenabadu, C. Hatha- rasinghe, C. McGuigan, A. S. Dellios, N. Goodman, and M. D. Reid, The quantum and stochastic toolbox: xspde4.2, https://github.com/peterddrummond/xspde (2025)
work page 2025
-
[52]
P. Drummond and I. Mortimer, Journal of computational physics93, 144 (1991)
work page 1991
-
[53]
J. Johansson, P. Nation, and F. Nori, Computer Physics Communications183, 1760 (2012)
work page 2012
-
[54]
P. D. Drummond and Z. Ficek,Quantum Squeezing, Vol. 27 (Springer-Verlag Berlin Heidelberg, 2004)
work page 2004
-
[55]
R. E. Slusher, P. Grangier, A. LaPorta, B. Yurke, and M. J. Potasek, Phys. Rev. Lett.59, 2566 (1987)
work page 1987
-
[56]
P. D. Drummond, R. M. Shelby, S. R. Friberg, and Y. Ya- mamoto, Nature365, 307 (1993)
work page 1993
-
[57]
P. Colciaghi, Y. Li, P. Treutlein, and T. Zibold, Physical Review X13, 021031 (2023). 6 END MA TTER Appendix A: Ito and Stratonovich SSEWe start with the homodyne current SSE (3) in the Ito calculus [14]. This Ito stochastic differential equation (SDE) can be written in terms of its number state expansion as: dψk dτ =A (I) k +B kj ξj (11) Correction terms...
work page 2023
discussion (0)
Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.