USPTO Examiner GRAY LINDA LAMEY - Art Unit 1745

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18821432OVERLAY APPLICATOR MACHINES AND METHODS OF PROVIDING THE SAMEAugust 2024May 2025Allow811NoNo
18781079METHODS AND BONDING AGENTS FOR FORMING WOOD VENEERS WITH NO ADDED FORMALDEHYDE ADHESIVESJuly 2024March 2025Allow821YesNo
18749031MANUFACTURING METHOD OF ELECTRONIC DEVICEJune 2024May 2025Allow1110NoNo
18738956OVERLAY APPLICATOR MACHINES AND METHODS OF PROVIDING THE SAMEJune 2024May 2025Allow1121YesNo
18638947SUBSTRATE BONDING APPARATUS AND METHOD OF MANUFACTURING SEMICONDUCTOR DEVICE BY USING THE SAMEApril 2024November 2024Allow700NoNo
18632184DEVICE FOR APPLYING LABELS TO CONTAINERSApril 2024December 2024Allow811YesNo
18594286SKIN PATCH FOR SUN PROTECTION AND METHOD OF MAKINGMarch 2024February 2025Allow1110NoNo
18424657COMPOSITE FIBER WEB HAVING SUPERIOR HEAT RESISTANCE AND SOUND ABSORPTION AND METHOD OF MANUFACTURING SAMEJanuary 2024March 2025Allow1410NoNo
18416089SYSTEM AND METHOD FOR MANUFACTURING CROSS-PLY PRE-IMPREGNATED MATERIALJanuary 2024October 2024Allow910YesNo
18395004Multilayered nonwoven fabric containing submicron fibers, a method of manufacture, an apparatus, and articles made from multilayered nonwoven fabricsDecember 2023November 2024Allow1110NoNo
18455129SYSTEM FOR FORMING A ROOFING MEMBRANE, AND ASSOCIATED METHODAugust 2023August 2024Allow1121YesNo
18212014METHOD FOR PRODUCING A BUILDING ELEMENT, A PRESSING DEVICE AND A METHOD OF EMBOSSING A WOODEN SURFACEJune 2023April 2025Allow2240YesNo
18333446ROOF COVER BOARD DERIVED FROM ENGINEERED RECYCLED CONTENTJune 2023December 2024Allow1810NoNo
18313109HOLLOW CONICAL MEMBER WITH FLAVOR CAPSULEMay 2023February 2024Allow910YesNo
18313094SMOKING ACCESSORY WITH FILTER AND FILTER HAVING A FLAVOR CAPSULEMay 2023May 2024Allow1210YesNo
18308124METHOD OF MANUFACTURING LAMINATE, LAMINATE, AND AIRBAGApril 2023July 2024Allow1520YesNo
18302593FILTERS AND ELONGATED MEMBERS FORMED OF PALM PAPER AND HAVING A FLAVOR CAPSULEApril 2023September 2023Allow510YesNo
18028803METHODS OF FABRICATION OF COMPOUND LIGHT-GUIDE OPTICAL ELEMENTS HAVING EMBEDDED COUPLING-IN REFLECTORSMarch 2023October 2023Allow610NoNo
18162165DISPLAY DEVICE AND METHOD FOR BONDING THE SAMEJanuary 2023October 2023Allow810YesNo
18157811METHOD TO PRODUCE A VENEER ELEMENT AND A VENEER ELEMENTJanuary 2023November 2023Allow1020YesNo
18000868METHOD OF GLUING A WOOD PRODUCT AND A GLUED WOOD PRODUCTDecember 2022March 2025Abandon2720NoNo
18055783THERMOFORM WINDSHIELD STACK WITH INTEGRATED FORMABLE MOLD AND METHODNovember 2022August 2023Allow910NoNo
18050602LAMINATED BODY PRESSING APPARATUS, PRESSED STRIP-SHAPED LAMINATED BODY MANUFACTURING METHOD, LAMINATED ELECTRODE BODY MANUFACTURING METHOD, AND BATTERY MANUFACTURING METHODOctober 2022April 2024Allow1800YesNo
17965879DENSIFIED WOOD INCLUDING PROCESS FOR PREPARATIONOctober 2022August 2023Allow1010NoNo
17946775WINDER UNIT FOR VEHICLE GLAZING PANEL CUT OUTSeptember 2022July 2024Allow2110NoNo
17930038AEROSOL PROVISION DEVICESeptember 2022April 2025Abandon3101NoNo
17905734AEROSOL-GENERATING ARTICLE HAVING A PLURALITY OF AIR INGRESS ZONESSeptember 2022June 2025Allow3320NoNo
17908708Vaporiser with Lid Comprising ProtrusionSeptember 2022April 2025Allow3110NoNo
17893395METHOD FOR MANUFACTURING ARTIFICIAL LEATHER SEAT COVERINGAugust 2022May 2025Allow3351YesNo
17885648PAPERBOARD PANEL AND METHOD OF MAKING SAMEAugust 2022January 2024Allow1710YesNo
17885563FILM LAMINATING MACHINE AND FILM LAMINATING METHODAugust 2022December 2024Abandon2833NoNo
17797913CARTRIDGE AND AEROSOL GENERATING APPARATUS COMPRISING THE SAMEAugust 2022April 2025Allow3320YesNo
17796668METHOD FOR ATTACHING EMBLEM TO VEHICLE SEATJuly 2022September 2023Allow1321YesNo
17758884HEAT-NOT-BURN TOBACCO DEVICEJuly 2022May 2025Allow3420NoNo
17853444PROCESSES FOR PRODUCING FILTER ELEMENTS SUITABLE FOR USE IN SMOKING ARTICLESJune 2022August 2023Allow1411YesNo
17806657TAPE CARRIER ASSEMBLIES HAVING AN INTEGRATED ADHESIVE FILMJune 2022May 2023Allow1111YesNo
17835164SINGLE AND DUAL PARALLEL WEBLINE ASSEMBLYJune 2022February 2024Allow2142YesNo
17834146SHINGLE WITH REINFORCED NAIL ZONE AND METHOD OF MANUFACTURINGJune 2022July 2024Allow2510NoNo
17805193FIBER ENFORCED THIN BRICK SHEET AND PROCESSJune 2022August 2023Allow1430NoNo
17779004AEROSOL GENERATING DEVICE AND AEROSOL GENERATING SYSTEMMay 2022February 2025Allow3210NoNo
17750621VAPORIZER AND ELECTRONIC VAPORIZATION DEVICEMay 2022April 2025Allow3510NoNo
17776252METHOD FOR PRODUCING A VENEERED BOARDMay 2022January 2025Allow3241YesNo
17743269IN-LINE LAMINATION PROCESS FOR PRODUCING THERMOPLASTIC COMPOSITE PANELS WITH EMBOSSED FILM LAYERSMay 2022January 2025Allow3210NoNo
17739959HIGH-VOLUME MILLIMETER SCALE MANUFACTURINGMay 2022February 2025Abandon3401NoNo
17774844ULTRASONIC ATOMIZERMay 2022November 2024Allow3110NoNo
17772358ULTRASONIC MIST INHALERApril 2022September 2024Allow2910NoNo
17769850NOVEL AEROSOL-GENERATING SUBSTRATE COMPRISING ILLICIUM SPECIESApril 2022June 2025Allow3811YesNo
17722385ELECTRONIC CIGARETTE CAPABLE OF DOSE CONTROL AND CONTROL METHOD THEREOFApril 2022February 2025Allow3411NoNo
17765535ATOMIZER ASSEMBLY, ATOMIZER, AND INHALERMarch 2022November 2024Abandon3201NoNo
17702772BUFFER COMPONENT AND PRESSING DEVICEMarch 2022May 2023Allow1420YesNo
17761275CONTAINER FLOORINGMarch 2022May 2025Abandon3820NoNo
17655155SYSTEM AND METHOD FOR MANUFACTURING CROSS-PLY PRE-IMPREGNATED MATERIALMarch 2022October 2023Allow1921YesNo
17760564VAPORIZATION DEVICEMarch 2022December 2024Abandon3301NoNo
17694744PLENUM INSERT FOR SEAT AND METHOD OF ITS FABRICATIONMarch 2022September 2023Allow1821YesNo
17686121SMOKING SUBSTITUTE APPARATUSMarch 2022February 2025Abandon3610NoNo
17637496CERAMIC CORE FOR VAPORIZATION DEVICEFebruary 2022March 2025Abandon3601NoNo
17634225AN AEROSOL-GENERATING DEVICE AND A METHOD OF GENERATING A MIXED AEROSOLFebruary 2022June 2025Allow4011YesNo
17585379AIRLAID COMPOSITE SHEET MATERIAL AND METHODJanuary 2022November 2023Allow2211NoNo
17581533BUILDING SURFACE PANELS WITH AGED FOAM BACKING AND METHOD OF MANUFACTUREJanuary 2022June 2025Allow4132YesNo
17580624ELECTRONIC ATOMIZATION DEVICE AND SMOKE-GENERATING ASSEMBLYJanuary 2022December 2024Allow3521NoNo
17577151TAPE LAMINATION MACHINE SCRAP COLLECTION ASSEMBLYJanuary 2022February 2023Allow1320YesNo
17565478MULTIFUNCTIONAL LAMINATORDecember 2021March 2023Abandon1410NoNo
17644850METHOD OF PRODUCING A ROLL-SHAPED BODYDecember 2021June 2024Allow3030NoNo
17533526AEROSOL DELIVERY DEVICENovember 2021March 2025Allow4011YesNo
17611709AN AEROSOL-GENERATING SYSTEM AND HAPTIC OUTPUT ELEMENT FOR AN AEROSOL-GENERATING SYSTEMNovember 2021April 2025Allow4121YesNo
17525469IN-LINE LAMINATION PROCESS FOR PRODUCING THERMOPLASTIC COMPOSITE PANELS WITH TEXTURED FILM LAYERSNovember 2021March 2025Abandon4021NoNo
17525453IN-LINE LAMINATION PROCESS FOR PRODUCING DECORATIVE THERMOPLASTIC COMPOSITE PANELSNovember 2021August 2024Abandon3331NoYes
17518833Aerosol Generating Articles and Methods for Manufacturing the SameNovember 2021August 2023Allow2220YesNo
17518149PERFORATED LAMINATED PRODUCT AND METHOD FOR PRODUCING THIS PRODUCTNovember 2021March 2023Allow1620NoNo
17608420ELECTRONIC AEROSOL PROVISION SYSTEMNovember 2021February 2025Allow3930NoNo
17496889Systems And Methods Of Applying Materials To ComponentsOctober 2021June 2023Allow2021NoNo
17483170ADDITIVE MANUFACTURING SYSTEM WITH AT LEAST ONE ELECTRONIC NOSESeptember 2021November 2023Allow2610YesNo
17463893MANUFACTURING METHOD OF ELECTRONIC DEVICESeptember 2021March 2024Allow3011NoNo
17410404Personal Smoke Filter Device comprising a Pre-FilterAugust 2021December 2024Abandon3910NoNo
17406111Preparation Method of Display Apparatus and Display ApparatusAugust 2021May 2024Allow3322YesNo
17372296FLEXIBLE COMPOSITE SYSTEMS AND METHODSJuly 2021June 2023Allow2420YesNo
17363322SKIN PATCH FOR SUN PROTECTION AND METHOD OF MAKINGJune 2021December 2023Allow2941YesNo
17356189DIAGNOSTIC TESTING DEVICEJune 2021August 2023Abandon2632NoNo
17343581Tape for Insulation Jacket and Method of Insulating an ObjectJune 2021October 2023Allow2810NoNo
17343520Tape for Insulation Jacketing and Method of Forming Securable Insulation JacketJune 2021July 2023Allow2510NoNo
17315480DENSIFIED WOOD INCLUDING PROCESS FOR PREPARATIONMay 2021August 2022Allow1651NoNo
17290938METHODS FOR UNIFORM ADHESIVE BONDLINE CONTROL FOR 3D COLD FORMED CURVED LAMINATEMay 2021July 2024Allow3822NoNo
17246699METHOD FOR FABRICATING MICROFLUIDIC STRUCTURESMay 2021May 2023Abandon2420NoNo
17243190Helmet Impact Attenuation ArticleApril 2021January 2024Abandon3311NoNo
17241604MOLDED DOOR FACING BLANK AND METHOD OF FORMING SAMEApril 2021November 2022Abandon1801NoNo
17239707ELECTRONIC CIGARETTE VAPING DEVICE AND ELECTRONIC CIGARETTEApril 2021September 2024Allow4121NoNo
17239716CARTRIDGE AND ELECTRONIC CIGARETTEApril 2021November 2024Allow4321NoNo
17239422DE-TAPING MACHINE AND METHOD FOR REMOVING A TAPE OF A LENS-MOLD-ASSEMBLYApril 2021December 2023Allow3111NoNo
17237315Roof Cover Board Derived From Engineered Recycled ContentApril 2021May 2023Allow2511YesNo
17233850NON-COMBUSTIBLE HEATING-TYPE SMOKING ARTICLE, ELECTRIC HEATING-TYPE SMOKING SYSTEM, AND METHOD FOR PRODUCING NON-COMBUSTIBLE HEATING-TYPE SMOKING ARTICLEApril 2021February 2025Allow4642YesNo
17232687METHOD FOR PRODUCING A BUILDING ELEMENT, A PRESSING DEVICE AND A METHOD OF EMBOSSING A WOODEN SURFACEApril 2021March 2023Allow2311NoNo
17220151METHOD FOR MANUFACTURING EMBEDDED PACKAGE STRUCTURE HAVING AIR RESONANT CAVITYApril 2021April 2024Allow3712NoNo
17218542STRUCTURAL ROD FOR AN AIRCRAFT, COMPRISING A ROD BODY WITH A SANDWICH STRUCTUREMarch 2021January 2023Allow2121YesNo
17281026AEROSOL GENERATING DEVICEMarch 2021May 2025Allow5031YesNo
17211517HOLLOW CONICAL MEMBER WITH FLAVOR CAPSULEMarch 2021March 2023Allow2420NoNo
17211610FILTERS AND ELONGATED MEMBERS FORMED OF PALM PAPER AND HAVING A FLAVOR CAPSULEMarch 2021March 2023Allow2420YesNo
17278833INDUCTIVELY HEATABLE AEROSOL-GENERATING ARTICLE COMPRISING AN AEROSOL-FORMING SUBSTRATE AND A SUSCEPTOR ASSEMBLYMarch 2021November 2024Allow4421NoNo
17208192RIGID BOARD PLASTIC FLOORING AND ITS PRODUCTION METHODMarch 2021February 2023Allow2320YesNo
17193112Method of Making Wooden Board AssemblyMarch 2021May 2022Allow1410YesNo
17191174Process for Making a Flexible Foil HeaterMarch 2021January 2023Allow2220YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner GRAY, LINDA LAMEY.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
5
Examiner Affirmed
3
(60.0%)
Examiner Reversed
2
(40.0%)
Reversal Percentile
60.2%
Higher than average

What This Means

With a 40.0% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is above the USPTO average, indicating that appeals have better success here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
19
Allowed After Appeal Filing
7
(36.8%)
Not Allowed After Appeal Filing
12
(63.2%)
Filing Benefit Percentile
57.9%
Higher than average

Understanding Appeal Filing Strategy

Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.

In this dataset, 36.8% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.

Strategic Recommendations

Appeals to PTAB show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.

Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Examiner GRAY, LINDA LAMEY - Prosecution Strategy Guide

Executive Summary

Examiner GRAY, LINDA LAMEY works in Art Unit 1745 and has examined 793 patent applications in our dataset. With an allowance rate of 79.6%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 29 months.

Allowance Patterns

Examiner GRAY, LINDA LAMEY's allowance rate of 79.6% places them in the 41% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by GRAY, LINDA LAMEY receive 1.71 office actions before reaching final disposition. This places the examiner in the 49% percentile for office actions issued. This examiner issues fewer office actions than average, which may indicate efficient prosecution or a more lenient examination style.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by GRAY, LINDA LAMEY is 29 months. This places the examiner in the 45% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +21.6% benefit to allowance rate for applications examined by GRAY, LINDA LAMEY. This interview benefit is in the 70% percentile among all examiners. Recommendation: Interviews provide an above-average benefit with this examiner and are worth considering.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 30.2% of applications are subsequently allowed. This success rate is in the 51% percentile among all examiners. Strategic Insight: RCEs show above-average effectiveness with this examiner. Consider whether your amendments or new arguments are strong enough to warrant an RCE versus filing a continuation.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 56.8% of cases where such amendments are filed. This entry rate is in the 79% percentile among all examiners. Strategic Recommendation: This examiner is highly receptive to after-final amendments compared to other examiners. Per MPEP § 714.12, after-final amendments may be entered "under justifiable circumstances." Consider filing after-final amendments with a clear showing of allowability rather than immediately filing an RCE, as this examiner frequently enters such amendments.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 28.6% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 28% percentile among all examiners. Note: Pre-appeal conferences show below-average success with this examiner. Consider whether your arguments are strong enough to warrant a PAC request.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 70.6% of appeals filed. This is in the 52% percentile among all examiners. Of these withdrawals, 50.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.

Petition Practice

When applicants file petitions regarding this examiner's actions, 58.8% are granted (fully or in part). This grant rate is in the 75% percentile among all examiners. Strategic Note: Petitions show above-average success regarding this examiner's actions. Petitionable matters include restriction requirements (MPEP § 1002.02(c)(2)) and various procedural issues.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 1.9% of allowed cases (in the 76% percentile). Per MPEP § 1302.04, examiner's amendments are used to place applications in condition for allowance when only minor changes are needed. This examiner frequently uses this tool compared to other examiners, indicating a cooperative approach to getting applications allowed. Strategic Insight: If you are close to allowance but minor claim amendments are needed, this examiner may be willing to make an examiner's amendment rather than requiring another round of prosecution.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 25.4% of allowed cases (in the 94% percentile). Per MPEP § 714.14, a Quayle action indicates that all claims are allowable but formal matters remain. This examiner frequently uses Quayle actions compared to other examiners, which is a positive indicator that once substantive issues are resolved, allowance follows quickly.

Prosecution Strategy Recommendations

Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:

  • Consider after-final amendments: This examiner frequently enters after-final amendments. If you can clearly overcome rejections with claim amendments, file an after-final amendment before resorting to an RCE.
  • Examiner cooperation: This examiner frequently makes examiner's amendments to place applications in condition for allowance. If you are close to allowance, the examiner may help finalize the claims.

Relevant MPEP Sections for Prosecution Strategy

  • MPEP § 713.10: Examiner interviews - available before Notice of Allowance or transfer to PTAB
  • MPEP § 714.12: After-final amendments - may be entered "under justifiable circumstances"
  • MPEP § 1002.02(c): Petitionable matters to Technology Center Director
  • MPEP § 1004: Actions requiring primary examiner signature (allowances, final rejections, examiner's answers)
  • MPEP § 1207.01: Appeal conferences - mandatory for all appeals
  • MPEP § 1214.07: Reopening prosecution after appeal

Important Disclaimer

Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.

No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.

Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.

Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.