Prosecution Insights
Last updated: April 19, 2026
Application No. 18/294,036

AEROGELS, METHODS FOR THEIR PREPARATION AND USES THEREOF

Non-Final OA §103§112
Filed
Jan 31, 2024
Examiner
SMITH JR., JIMMY R
Art Unit
1745
Tech Center
1700 — Chemical & Materials Engineering
Assignee
The University of British Columbia
OA Round
1 (Non-Final)
64%
Grant Probability
Moderate
1-2
OA Rounds
3y 0m
To Grant
99%
With Interview

Examiner Intelligence

Grants 64% of resolved cases
64%
Career Allow Rate
282 granted / 437 resolved
-0.5% vs TC avg
Strong +44% interview lift
Without
With
+43.6%
Interview Lift
resolved cases with interview
Typical timeline
3y 0m
Avg Prosecution
46 currently pending
Career history
483
Total Applications
across all art units

Statute-Specific Performance

§101
0.4%
-39.6% vs TC avg
§103
42.6%
+2.6% vs TC avg
§102
16.3%
-23.7% vs TC avg
§112
35.1%
-4.9% vs TC avg
Black line = Tech Center average estimate • Based on career data from 437 resolved cases

Office Action

§103 §112
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 . Election/Restrictions Applicant's election with traverse of claims 1-3, 5-6, 9, 11, 14, 16, and 18-19 in the reply filed on 10/07/2025 is acknowledged. The traversal is based on arguments that the Qin reference used in the restriction is not prior art under 35 U.S.C. 102(a)(1) or 35 U.S.C. 102(a)(2). However, these arguments are moot since the shared technical feature of a sub-micron fiber is known in the prior art (see teachings of both references cited in the 103 rejection of claim 1 below). Therefore, this feature is not a special technical feature and there is lack of unity between groups I-IV. The requirement is still deemed proper and is therefore made FINAL. Claims 21-22, 24-28, and 34-35 are withdrawn from further consideration pursuant to 37 CFR 1.142(b), as being drawn to a nonelected invention, there being no allowable generic or linking claim. Applicant timely traversed the restriction (election) requirement in the reply filed on 10/07/2025. Claim Rejections - 35 USC § 112 The following is a quotation of 35 U.S.C. 112(b): (b) CONCLUSION.—The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the inventor or a joint inventor regards as the invention. Claims 1-3, 5-6, 9, 11, 14, 16, and 18-19 are rejected under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph, as being indefinite for failing to particularly point out and distinctly claim the subject matter which the inventor or a joint inventor, or for pre-AIA the applicant regards as the invention. Claim 1, line 6 recites "the frozen suspension". It is unclear which of the two frozen suspensions produced earlier in the claim are being referenced on this line. For the purpose of examination, claim 1, line 6 reads on "the frozen aqueous suspension". Dependent claims fall herewith. Claim Rejections - 35 USC § 103 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 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 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. The factual inquiries set forth in Graham v. John Deere Co., 383 U.S. 1, 148 USPQ 459 (1966), that are applied for establishing a background for determining obviousness under 35 U.S.C. 103 are summarized as follows: 1. Determining the scope and contents of the prior art. 2. Ascertaining the differences between the prior art and the claims at issue. 3. Resolving the level of ordinary skill in the pertinent art. 4. Considering objective evidence present in the application indicating obviousness or nonobviousness. Claims 1-3, 5-6, 9, 11, 16, and 18-19 are rejected under 35 U.S.C. 103 as being unpatentable over Hsieh (US PG Pub 2019/0309144) in view of Chu (US PG Pub 2011/0198282). Regarding claim 1, Hsieh teaches a method of preparing an aerogel (abstract), the method comprising: freezing a suspension comprising nanofibrils and a solvent (para. 0006 wherein water is a type of solvent) at a first temperature (e.g. any of the temperatures cited in paras. 0072 and 0098); freezing an aqueous suspension comprising sub-micron fibers (para. 0006) at a second temperature (e.g. any of the temperatures cited in paras. 0072 and 0098); and freeze-drying the frozen aqueous suspension to obtain the aerogel (para. 0006). Hsieh does not teach that the two freezing steps are performed using separate suspensions as implied by claim 1. Furthermore, Hsieh also does not teach freeze-drying the frozen suspension comprising nanofibrils and a solvent to obtain sub-micron fibers, but does teach that “The cellulose sub-micron fibers useful in the method of the present invention can be any cellulose sub-micron fibers known by one of skill in the art”, which thus encompasses all methods known in the art for obtaining sub-micron fibers. For example, Chu teaches that sub-micron fibers may be obtained by steps of: freezing a suspension comprising nanofibrils and a solvent (e.g. para. 0136 or dispersed slurry of para. 0141 in water solvent) at a first temperature (implicit per paras. 0135 or 0141); freeze-drying the frozen suspension (paras. 0135 and 0141-0142) to obtain sub-micron fibers (fibers having diameters of “(b) 1000 nm, (c) 500 nm, (d) 200 nm, (e) 100 nm” per para. 0142 are sub-micron fibers). The courts have held that selection of a known material on the basis of suitability for its intended use is obvious and within the capability of one of ordinary skill in the art. Per MPEP § 2144.07, "…selecting a known compound to meet known requirements is no more ingenious than selecting the last piece to put in the last opening in a jig-saw puzzle." 325 U.S. at 335, 65 USPQ at 301. See also Sinclair & Carroll Co. v. Interchemical Corp., 325 U.S. 327, 65 USPQ 297 (1945), and In re Leshin, 277 F.2d 197, 125 USPQ 416 (CCPA 1960). In view of the teachings of Hsieh and Chu and the above considerations, it would have been obvious to one of ordinary skill in the art at the time of filing to modify Hsieh’s process to include Chu’s steps for obtaining the sub-micron fibers to predictably obtain suitable means for providing the sub-micron fibers of Hsieh’s process in a convenient manner using the same equipment used by Hsieh for processing of a suspension by steps of freezing and freeze-drying. Regarding claim 2, Hsieh teaches the solvent in the suspension comprising the nanofibrils is water (para. 0006). Chu also teaches the solvent in the suspension comprising the nanofibrils is water (para. 0141). Regarding claim 3, Hsieh and Chu both teach the suspension comprising nanofibrils is an aqueous suspension comprising the nanofibrils in various exemplary amounts falling within the range of about 0.01 wt% to about 1 wt%, based on the total weight of the aqueous suspension (Hsieh para. 0097 and Chu para. 0142). Regarding claims 5-6, Hsieh teaches the aqueous suspension comprising the sub-micron fibers comprises the sub-micron fibers in various exemplary amounts falling within the range of from about 0.01 wt% to about 2 wt% and about 0.2 wt% to about 2 wt%, based on the total weight of the aqueous suspension (para. 0097). Regarding claim 9, Hsieh and Chu both teach the nanofibrils comprise cellulose nanofibrils (Hsieh para. 0006 and Chu paras. 0135-0136). Regarding claim 11, Hsieh and Chu both teach the cellulose nanofibrils are oxidized cellulose nanofibrils prepared by a method comprising oxidizing a cellulose source and mechanically dispersing the oxidized cellulose source (Hsieh para. 0172 and Chu paras. 0135-0136, 0141). Regarding claim 16, Hsieh teaches the second temperature is various exemplary values falling within the range of about -4°C to about -50°C (para. 0098). Regarding claims 18-19, Hsieh teaches the method further comprises modifying a surface of the aerogel with a hydrophobic surface modifying agent (para. 0003) and modifying the surface comprises chemical vapor deposition of various species structurally and functionally similar to methyltrimethoxysilane (paras. 0003, 0099-0100, 0154), thus rendering the claimed species an obvious selection to one of ordinary skill providing the predictable result of making the surface more hydrophobic. Claim 14 is rejected under 35 U.S.C. 103 as being unpatentable over Hsieh in view of Chu, as applied to claim 1 above, further in view of Xie (US PG Pub 2021/0212949). Regarding claim 14, neither Hsieh nor Chu explicitly teaches the first temperature is in the range of from about -80°C to about -200°C. However, Xie teaches a method of obtaining sub-micron fibers and aerogels (para. 0146), wherein the first temperature used for freezing the suspension of nanofibrils is less than about -80°C (para. 0050), thus encompassing the claimed range and rendering it prima facie obvious. A prior art range which encompasses, partially overlaps, or touches the claimed range is sufficient to establish a prima facie case of obviousness, in the absence of any unexpected results. See MPEP § 2144.05.I and In re Harris, 409 F.3d 1339, 74 USPQ2d 1951 (Fed. Cir. 2005); In re Peterson, 315 F.3d 1325, 1330, 65 USPQ2d 1379, 1382-83 (Fed. Cir. 2003). Furthermore, Xie teaches that the freezing temperature affects aerogel pore size (para. 0118), and thus this temperature would be a parameter routinely optimized by one of ordinary skill for a particular aerogel application. “[W]here the general conditions of a claim are disclosed in the prior art, it is not inventive to discover the optimum or workable ranges by routine experimentation.” See MPEP § 2144.05.II and In re Aller, 220 F.2d 454, 456, 105 USPQ 233, 235 (CCPA 1955). Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to JIM R SMITH whose telephone number is (303)297-4318. The examiner can normally be reached Mon-Fri. 9-6 MST. 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, Phillip Tucker can be reached on 571-272-1095. 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. /JIMMY R SMITH JR./Examiner, Art Unit 1745
Read full office action

Prosecution Timeline

Jan 31, 2024
Application Filed
Oct 07, 2025
Response after Non-Final Action
Dec 13, 2025
Non-Final Rejection — §103, §112 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12600091
OPTICAL SHAPING DEVICE AND MANUFACTURING METHOD
2y 5m to grant Granted Apr 14, 2026
Patent 12598895
DISPLAY APPARATUS AND METHOD OF MANUFACTURING THE SAME
2y 5m to grant Granted Apr 07, 2026
Patent 12570043
POWDER BED FUSION RECOATER ASSEMBLY
2y 5m to grant Granted Mar 10, 2026
Patent 12570359
VEHICLE PILLAR REINFORCEMENT USING ADDITIVE MANUFACTURING
2y 5m to grant Granted Mar 10, 2026
Patent 12564987
APPARATUS AND METHOD FOR CURING FORMABLE MATERIAL
2y 5m to grant Granted Mar 03, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

AI Strategy Recommendation

Get an AI-powered prosecution strategy using examiner precedents, rejection analysis, and claim mapping.
Powered by AI — typically takes 5-10 seconds

Prosecution Projections

1-2
Expected OA Rounds
64%
Grant Probability
99%
With Interview (+43.6%)
3y 0m
Median Time to Grant
Low
PTA Risk
Based on 437 resolved cases by this examiner. Grant probability derived from career allow rate.

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month