Prosecution Insights
Last updated: July 17, 2026
Application No. 18/463,969

INHOMOGENEOUS QUANTUM ANNEALING SCHEDULES

Non-Final OA §102§103
Filed
Sep 08, 2023
Priority
Dec 29, 2017 — provisional 62/612,134 +2 more
Examiner
SANKS, SCHYLER S
Art Unit
2129
Tech Center
2100 — Computer Architecture & Software
Assignee
Google LLC
OA Round
1 (Non-Final)
73%
Grant Probability
Favorable
1-2
OA Rounds
0m
Est. Remaining
88%
With Interview

Examiner Intelligence

Grants 73% — above average
73%
Career Allowance Rate
374 granted / 515 resolved
+17.6% vs TC avg
Strong +16% interview lift
Without
With
+15.9%
Interview Lift
resolved cases with interview
Typical timeline
2y 10m
Avg Prosecution
24 currently pending
Career history
546
Total Applications
across all art units

Statute-Specific Performance

§101
1.5%
-38.5% vs TC avg
§103
74.1%
+34.1% vs TC avg
§102
6.6%
-33.4% vs TC avg
§112
17.3%
-22.7% vs TC avg
Black line = Tech Center average estimate • Based on career data from 515 resolved cases

Office Action

§102 §103
Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Claim Rejections - 35 USC § 102 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of the appropriate paragraphs of 35 U.S.C. 102 that form the basis for the rejections under this section made in this Office action: A person shall be entitled to a patent unless – (a)(1) the claimed invention was patented, described in a printed publication, or in public use, on sale, or otherwise available to the public before the effective filing date of the claimed invention. Claim(s) 1-15 is/are rejected under 35 U.S.C. 102(a)(1) as being anticipated by Rams (Marek M Rams et al 2016 New J. Phys. 18 123034). Regarding claim 1, Rams teaches a method for engineering first and second-order quantum phase transitions in a disordered quantum system (§1, “In this work, we introduce an inhomogeneous driving strategy for a weakly disordered Ising spin chain by a transverse magnetic field with a smooth step-like spatial profile that sweeps out the chain from side to side, as illustrated in figure 1”, also see Figure 1), the method comprising: controlling the disordered quantum system using inhomogeneous control fields (Equation (3)), wherein the inhomogeneous control fields create an effective gap between low energy states and higher energy states of the quantum system (§2, “The smooth front of the inhomogeneous field opens up an energy gap, that allows for adiabatic evolution”, §3, “Δnf”). Regarding claim 2, Rams teaches all of the limitations of claim 1, wherein the phase transitions comprise non-adiabatic phase transitions (§4, “Notice however that in both cases the value of the residual energy is almost that of an adiabatic transition” – “almost” adiabatic is non-adiabatic). Regarding claim 3, Rams teaches all of the limitations of claim 1, wherein each inhomogeneous control field drives a respective portion of the disordered quantum system (Figure 1 and Equation (3)). Regarding claim 4, Rams teaches all of the limitations of claim 1, wherein the inhomogeneous control fields comprise transverse fields that can be locally modulated (§1, “In this work, we introduce an inhomogeneous driving strategy for a weakly disordered Ising spin chain by a transverse magnetic field with a smooth step-like spatial profile that sweeps out the chain from side to side, as illustrated in figure 1”, also see Figure 1, also see Equation 3). Regarding claim 5, Rams teaches all of the limitations of claim 1, wherein controlling the disordered quantum system further comprises driving, by the inhomogeneous control fields, the disordered quantum system across a quantum phase transition (Figure 1). Regarding claim 6, Rams teaches all of the limitations of claim 1, wherein the inhomogeneous control fields comprises one or more critical fronts, and wherein the velocities of the one or more critical fronts are below a threshold value that conserves effective inhomogeneity (Equation (3), §1, “While for fast driving a homogeneous control field proves advantageous, in slower schemes for which the critical front does not exceed the threshold velocity the inhomogeneous protocol with a smooth front extended over several spins turns out to be optimal, effectively reaching the adiabatic limit. We close with a discussion and conclusions in section 5.) Regarding claim 7, Rams teaches all of the limitations of claim 1, wherein controlling the disordered quantum system further comprises applying a causality control strategy (Equation 3). Regarding claim 8, Rams according to claim 1 teaches an apparatus which performs the operations of claim 8 and which further comprises quantum hardware comprising a quantum system, on or more classical processors, wherein the apparatus is configured to perform the operations of claim 1 for engineering first and second-order quantum phase transitions in a disordered quantum system (§5, “Our results can prove useful in the design of novel quantum annealing protocols with inhomogeneous control fields on disordered spin systems with the potential to outperform conventional schemes [54] and might be applicable to open systems [55]. Inhomogeneous schedules with controllable local magnetic field can be implemented on the next generations of quantum annealers that are currently under development by D-Wave System and the Google Quantum AI laboratory.”) Regarding claims 9-14, Rams according to claims 2-7 teaches the limitations of claims 9-14. Regarding claim 15, Rams teaches all of the limitations of claim 15, wherein the quantum hardware further comprises one or more control devices that operate on the quantum system (§5, “Our results can prove useful in the design of novel quantum annealing protocols with inhomogeneous control fields on disordered spin systems with the potential to outperform conventional schemes [54] and might be applicable to open systems [55]. Inhomogeneous schedules with controllable local magnetic field can be implemented on the next generations of quantum annealers that are currently under development by D-Wave System and the Google Quantum AI laboratory.”) Claim Rejections - 35 USC § 103 The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. This application currently names joint inventors. In considering patentability of the claims the examiner presumes that the subject matter of the various claims was commonly owned as of the effective filing date of the claimed invention(s) absent any evidence to the contrary. Applicant is advised of the obligation under 37 CFR 1.56 to point out the inventor and effective filing dates of each claim that was not commonly owned as of the effective filing date of the later invention in order for the examiner to consider the applicability of 35 U.S.C. 102(b)(2)(C) for any potential 35 U.S.C. 102(a)(2) prior art against the later invention. Claim(s) 8-15 is/are rejected under 35 U.S.C. 103 as being unpatentable over Rams (Marek M Rams et al 2016 New J. Phys. 18 123034) in view of Mohseni (US20160328659A1). Regarding claim 8, Rams according to claim 1 teaches an apparatus which performs the operations of claim 8 and which is further implemented on a quantum system (§5, “Our results can prove useful in the design of novel quantum annealing protocols with inhomogeneous control fields on disordered spin systems with the potential to outperform conventional schemes [54] and might be applicable to open systems [55]. Inhomogeneous schedules with controllable local magnetic field can be implemented on the next generations of quantum annealers that are currently under development by D-Wave System and the Google Quantum AI laboratory.”) Assuming, arguendo, that Rams does not disclose quantum hardware comprising a quantum system and one or more classical processors for implementing the claimed operations, the following is provided: Mohseni teaches implementing a quantum annealing protocol via quantum hardware comprising a quantum system (Figure 6: QA HARDWARE) and one or more classical processors (Figure 6: CONTROL SYSTEM, also see ¶33-34). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to modify Rams to implement the disclosed operations/methodology via quantum hardware comprising a quantum system and one or more classical processors in order to realize the disclosed inhomogeneous control scheme. Regarding claim 15, Rams as modified teaches all of the limitations of claim 8, wherein the quantum hardware further comprises one or more control devices that operate on the quantum system (Figure 6: CONTROL SYSTEM). Regarding claims 9-14, Rams as modified teaches the limitations of claims 9-14 in the same manner as Rams applied to claims 2-7. Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure. “Topology of cosmic domains and strings”, T W B Kibble 1976 J. Phys. A: Math. Gen. 9 1387. Any inquiry concerning this communication or earlier communications from the examiner should be directed to SCHYLER S SANKS whose telephone number is (571)272-6125. The examiner can normally be reached 06:30 - 15:30 Central Time, M-F. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Michael Huntley can be reached at (303) 297-4307. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /SCHYLER S SANKS/Primary Examiner, Art Unit 2129
Read full office action

Prosecution Timeline

Sep 08, 2023
Application Filed
Jun 26, 2026
Non-Final Rejection mailed — §102, §103 (current)

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
73%
Grant Probability
88%
With Interview (+15.9%)
2y 10m (~0m remaining)
Median Time to Grant
Low
PTA Risk
Based on 515 resolved cases by this examiner. Grant probability derived from career allowance rate.

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