Last updated: May 29, 2026

Toyota Motor Engineering & Manufacturing North America, Inc.

109 pending office actions • 69 art units • 100 examiners • 0 of 109 (0%) have an AI response strategy ready • 292 patents granted in the last 365 days

Portfolio Summary

109

Total Pending OAs

Non-Final OAs

Final Rejections

Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 105 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

Overdue

Due this week

Due this month

Due in next 60 days

Due later

Deadline Fire Line

Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 105 of the docket's apps have a known mailing date.

Overdue (47)Due ≤ 7 days (6)Due ≤ 30 days (32)Due ≤ 60 days (12)Due later (8)

Case Difficulty Mix

Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.

Hard (2%)

100

Medium (92%)

Easy (5%)

Unknown (2%)

Rejection Statute Mix

Bucket	Cases
§101 only	2 (2%)
§103 only	88 (81%)
§102 only	12 (11%)
§112 only	5 (5%)
No statute on record	2 (2%)

Industry Mix

How the docket's pending cases split across USPTO tech-center bands.

Life Sciences

11% of docket

Information Tech

12% of docket

Communications

7% of docket

Semiconductors

7% of docket

Mechanical / Eng

62% of docket

Business / Other

0% of docket

Time-on-OA Estimate

Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.

1,090 h

Manual time on pending OAs

218 h

Time saved (low, 20%)

382 h

Time saved (mid, 35%)

9.5 wks

FTE-weeks freed (mid)

Top Examiners on this docket

Examiner	Apps on this docket	Allow rate	Interview lift
WALTERS, JOHN DANIEL	3	80.6%	+5.5%
LI, CE LI	2	71.7%	+14.9%
BROWN, JOSEPH HENRY	2	59.8%	+38.9%
GAMMON, MATTHEW CHRISTOPHER	2	65.4%	+24.2%
DAVIS, JERROD I	2	86.3%	+11.4%
HARTMANN, ERIN MARIE	2	66.7%	+22.9%
SANTOS, AARRON EDUARDO	2	44.7%	+13.3%
GOODBODY, JOAN T	2	49.5%	+38.8%
CULLEN, TANNER L	1	71.5%	+16.2%
MISHLER, ROBIN J	1	69.1%	+5.3%

Quick Wins (5)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 5 ordered by deadline are shown.

App #	Title	Examiner	Due in
18606089	VEHICLE STEP WITH AN INTEGRATED POP-UP HANDLE	WALTERS, JOHN DANIEL	19d overdue
18613323	CONTROLLING AN ADAPTIVE CRUISE CONTROL SYSTEM	DAVIS, JERROD I	3d overdue
18363032	METHODS AND SYTEMS FOR PERSONALIZED NOTIFICATIONS AMONG MOVING OBJECTS	DAVIS, JERROD I	3d overdue
18392445	MAGNETIC BRACKETS FOR SNORKEL ATTACHMENT TO VEHICLE BODIES	WALTERS, JOHN DANIEL	14d
18607869	ANTI-FLUTTER BRACKETS FOR HOOD ASSEMBLIES OF VEHICLES	WALTERS, JOHN DANIEL	47d

Hard Cases (2)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 2 ordered by deadline are shown.

App #	Title	Examiner	Due in
18797693	STATE-OF-CHARGE-BASED VEHICULAR MICRO CLOUD TASK SCHEDULING	ABD EL LATIF, HOSSAM M	2d overdue
18524117	SYSTEMS AND METHODS FOR PROVIDING ASSISTANCE TO HEARING-IMPAIRED PEDESTRIANS	LAU, HOI CHING	14d

Interview Candidates (15)

Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 8 ordered by deadline are shown.

App #	Title	Examiner	Due in
18331089	STRESS MITIGATION WHEN PERFORMING SUGGESTED MANEUVERS	LI, CE LI	85d overdue
17576082	COOPERATIVE TRAFFIC CONGESTION DETECTION FOR CONNECTED VEHICULAR PLATFORM	SANTOS, AARRON EDUARDO	49d overdue
18176576	SMART VEHICLE WINDOW GLASS CLEANING SYSTEM	HARTMANN, ERIN MARIE	46d overdue
18822853	SYSTEMS AND METHODS FOR VARIABLE ENERGY REGENERATION CRUISE CONTROL	LI, CE LI	45d overdue
17509711	APPARATUS AND METHOD FOR COOPERATIVE ESCAPE ZONE DETECTION	GOODBODY, JOAN T	28d overdue
18673410	VINE ROBOT USING SHAPE MEMORY POLYMER	BROWN, JOSEPH HENRY	19d overdue
17092981	METHODS AND SYSTEMS FOR PARKING LOCATION NAVIGATION	GOODBODY, JOAN T	15d overdue
18613323	CONTROLLING AN ADAPTIVE CRUISE CONTROL SYSTEM	DAVIS, JERROD I	3d overdue

Top Art Units

Art Unit	Apps
3661	6
3664	6
3613	5
3668	4
3663	4
3656	3
3667	3
3642	3
3662	3
1723	3

Pending Office Actions

App #	Title	Examiner	Art Unit	Statutes	Status	Due in	AI	Filed
18946791	KNOWLEDGE TRANSFER FOR EARLY UNSAFE DRIVING BEHAVIOR RECOGNITION	CULLEN, TANNER L	3656	§103	Non-Final OA	2d overdue	Pending	Nov 13, 2024
18913220	SYSTEMS AND METHODS FOR DISPLAYING DYNAMIC CLOSED-CAPTIONING CONTENT	MISHLER, ROBIN J	2628	§103	Non-Final OA	28d	Pending	Oct 11, 2024
18825745	SYSTEMS AND METHODS FOR EDGE-DRIVEN OBJECT DETECTION FOR RESOURCE OPTIMIZATION	PROTAZI, BRIGITER DIVULALE	2612	§103	Non-Final OA	12d	Pending	Sep 05, 2024
18822853	SYSTEMS AND METHODS FOR VARIABLE ENERGY REGENERATION CRUISE CONTROL	LI, CE LI	3661	Other	Non-Final OA	45d overdue	Pending	Sep 03, 2024
18817838	COOPERATIVE ARTIFICIAL INTELLIGENT ASSISTED DRIVING	HUBER, MELANIE GRACE	3668	§103	Non-Final OA	31d overdue	Pending	Aug 28, 2024
18797693	STATE-OF-CHARGE-BASED VEHICULAR MICRO CLOUD TASK SCHEDULING	ABD EL LATIF, HOSSAM M	3664	§101	Non-Final OA	2d overdue	Pending	Aug 08, 2024
18787444	VEHICLES INCLUDING TRUCK BED WITH DEPLOYABLE STORAGE BIN	LARSON, JUSTIN MATTHEW	3734	§103	Non-Final OA	79d	Pending	Jul 29, 2024
18785470	SIMPLIFIED BASE TRIM COVER FOR SEAT WITH REMOVABLE TRIM COVER	KIM, SHIN H	3636	§102	Non-Final OA	8d	Pending	Jul 26, 2024
18766375	MITIGATING OCCLUSIONS WITH SENSOR SHARING/COOPERATIVE PERCEPTION	SARWAR, BABAR	3667	§103	Final Rejection	33d	Pending	Jul 08, 2024
18751977	SYSTEM AND METHOD FOR SAFE CONTROL SYNTHESIS FOR HYBRID SYSTEMS THROUGH LOCAL CONTROL BARRIER FUNCTIONS	REDHEAD JR., ASHLEY L	3661	§102	Non-Final OA	14d	Pending	Jun 24, 2024
18673410	VINE ROBOT USING SHAPE MEMORY POLYMER	BROWN, JOSEPH HENRY	3618	§103	Non-Final OA	19d overdue	Pending	May 24, 2024
18672445	SYSTEMS, VEHICLES, AND METHODS FOR VEHICLE ENVIRONMENT DETECTION BASED ON BLOCKED VIEW	HUYNH, VAN D	2665	§103	Non-Final OA	9d	Pending	May 23, 2024
18671413	HEADREST WITH VIBRATION ISOLATION	WHITE, RODNEY BARNETT	3636	§102	Non-Final OA	83d	Pending	May 22, 2024
18671409	MODIFYING PEDESTRIAN PERCEPTION OF A VEHICLE	ADEDIRAN, ABDUL-SAMAD A	2621	§103	Final Rejection	34d	Pending	May 22, 2024
18667246	LIDAR REFLECTIVE BLACK PAPER AND NON-WOVEN ARTICLES	MINSKEY, JACOB T	1748	Other	Non-Final OA	20d	Pending	May 17, 2024
18665730	DETERMINATION OF NOZZLE TIP ALIGNMENT IN MANUFACTURING	GAMMON, MATTHEW CHRISTOPHER	3657	§103	Non-Final OA	14d	Pending	May 16, 2024
18635205	VEHICLE SEAT ASSEMBLIES HAVING TIE DOWN BRACKETS	DANGOL, ASHESH	3642	§103	Final Rejection	28d overdue	Pending	Apr 15, 2024
18631134	SYSTEMS AND METHODS FOR DETECTING PASSENGER RESTRAINT DEVICE USAGE	HALLORAN, THOMAS JAMES	3648	§103	Non-Final OA	27d	Pending	Apr 10, 2024
18627807	LANE SELECTION USING CONNECTED VEHICLE DATA INCLUDING LANE CONNECTIVITY AND INPUT UNCERTAINTY INFORMATION	MANLEY, SHERMAN D	3747	§103	Non-Final OA	3d overdue	Pending	Apr 05, 2024
18627963	ESTIMATING LANE-LEVEL TRAFFIC JAM DYNAMICS USING VEHICLE GPS DATA	KHATIB, RAMI	3669	§103	Final Rejection	13d	Pending	Apr 05, 2024
18613323	CONTROLLING AN ADAPTIVE CRUISE CONTROL SYSTEM	DAVIS, JERROD I	3656	§103	Final Rejection	3d overdue	Pending	Mar 22, 2024
18612396	BROADBAND NOISE AND VIBRATION CANCELING META-BARRIERS FOR 2D THIN WALL STRUCTURES	PHILLIPS, FORREST M	2837	§103	Non-Final OA	5d overdue	Pending	Mar 21, 2024
18610969	APPROACHING VEHICLE SUPPORT AND COLLABORATIVE UPLOAD BY VEHICULAR MICRO CLOUDS	KIM, YEWON	2465	§112	Non-Final OA	6d	Pending	Mar 20, 2024
18607869	ANTI-FLUTTER BRACKETS FOR HOOD ASSEMBLIES OF VEHICLES	WALTERS, JOHN DANIEL	3613	§102	Non-Final OA	47d	Pending	Mar 18, 2024
18606089	VEHICLE STEP WITH AN INTEGRATED POP-UP HANDLE	WALTERS, JOHN DANIEL	3613	§102	Non-Final OA	19d overdue	Pending	Mar 15, 2024
18607221	VEHICLE SYSTEMS FOR RESPONDING TO SUSPICIOUS ACTIVITY AROUND THE VEHICLE	REINERT, JONATHAN E	3668	§103	Non-Final OA	67d overdue	Pending	Mar 15, 2024
18596470	SYSTEMS AND METHODS TO FORM REMOTE VEHICULAR MICRO CLOUDS	NDIAYE, CHEIKH T	2447	§102	Non-Final OA	30d	Pending	Mar 05, 2024
18596129	POST-CONFLICT DETECTION NEGOTIATION TO MINIMIZE SECONDARY CONFLICTS	RICH, JOSEPHINE ELIZABETH	3666	§103	Final Rejection	35d	Pending	Mar 05, 2024
18595886	SHOCK ABSORBER ATTACHMENT JIG	NEJAD, MAHDI H	3723	§102	Non-Final OA	5d overdue	Pending	Mar 05, 2024
18590149	DETERMINATION OF A SAFETY ISSUE RELATING TO A VEHICLE OCCUPANT	DARDANO, STEFANO ANTHONY	2663	§103	Non-Final OA	16d overdue	Pending	Feb 28, 2024
18583710	INTEGRATED USER HEALTH AND WELLNESS MANAGEMENT	SMALL, NAOMI J	2685	§103	Final Rejection	41d	Pending	Feb 21, 2024
18437768	FORMING NETWORK LOOPS FOR IMPROVED KNOWLEDGE COMPOSITION	PALL, CHARLES J	3663	§103	Non-Final OA	147d overdue	Pending	Feb 09, 2024
18438016	DOLLY APPARATUSES INCLUDING SYNCHRONIZATION DEVICES	SHELTON, IAN BRYCE	3613	§103	Non-Final OA	8d overdue	Pending	Feb 09, 2024
18433180	METHODS, SYSTEMS, AND DEVICES FOR COOLING A SEAT OF A VEHICLE	CURRY, CINDI M	3642	§103	Final Rejection	9d overdue	Pending	Feb 05, 2024
18432429	MULTI FACTOR CONTEXT BASED VEHICLE SECURITY	ANDERSON, MICHAEL D	2433	§103	Final Rejection	19d overdue	Pending	Feb 05, 2024
18432307	EDGE-ASSISTED PERSONALIZED HIGH-DEFINITION MAP DELIVERY BASED ON DRIVERS’ INTERESTS	ALSOMAIRY, IBRAHIM ABDOALATIF	3667	§103	Final Rejection	17d overdue	Pending	Feb 05, 2024
18431806	STANDBY MODE FOR MONITORING VEHICLE SURROUNDINGS	TO, TUAN C	3661	§102	Non-Final OA	29d overdue	Pending	Feb 02, 2024
18424308	SYSTEM FOR SELECTING MANEUVERS BASED ON TELEOPERATION AND NETWORK RESOURCES	HARVEY II, KEVIN JEROME	3664	§103	Non-Final OA	2d overdue	Pending	Jan 26, 2024
18419967	SYSTEM FOR VEHICLE PASSENGER SEAT CARGO SETTINGS AND RELATED METHODS	HARTMANN, ERIN MARIE	3664	§103	Non-Final OA	26d	Pending	Jan 23, 2024
18392445	MAGNETIC BRACKETS FOR SNORKEL ATTACHMENT TO VEHICLE BODIES	WALTERS, JOHN DANIEL	3613	§103	Non-Final OA	14d	Pending	Dec 21, 2023
18539840	ADJUSTABLE BELTLINE ARMREST STRUCTURES FOR VEHICLES	BEMKO, TARAS P	3672	§103	Non-Final OA	2d overdue	Pending	Dec 14, 2023
18535569	ELECTRONIC DEVICE COOLING SYSTEM	SCHULT, ALLEN	3762	§103	Non-Final OA	5d overdue	Pending	Dec 11, 2023
18532321	SOUND DEVICE THAT MITIGATES NOISE FROM AIRFLOW WITH RESONANCE	OLSON, JENNIFER MAR B	2837	§103	Non-Final OA	27d	Pending	Dec 07, 2023
18524117	SYSTEMS AND METHODS FOR PROVIDING ASSISTANCE TO HEARING-IMPAIRED PEDESTRIANS	LAU, HOI CHING	2689	§101	Non-Final OA	14d	Pending	Nov 30, 2023
18522935	CUSTOM ENVIRONMENT IN A VEHICLE	MUSTAFA, IMRAN K	3668	§103	Non-Final OA	40d	Pending	Nov 29, 2023
18515411	TWIST COILED POLYMER ACTUATOR INSIDE A SEAT FOR POSITION CONTROL	SHAFAYET, MOHAMMED	2116	§103	Non-Final OA	16d overdue	Pending	Nov 21, 2023
18385884	SPEED PROFILE GENERATION FOR VEHICLE RANGE ESTIMATION	KAZIMI, MAHMOUD M	3665	§103	Non-Final OA	26d	Pending	Oct 31, 2023
18495145	SYSTEMS AND METHODS FOR IMPROVING DISTANCE PREDICTIONS	DRYDEN, EMMA ELIZABETH	2677	§103	Non-Final OA	70d	Pending	Oct 26, 2023
18491290	SYSTEMS AND METHODS FOR ESTIMATING REMAINING RANGE OF A VEHICLE	BREWER, JACK ROBERT	3663	§103	Final Rejection	5d	Pending	Oct 20, 2023
18487191	SYSTEMS AND METHODS FOR ELECTRIC CURRENT-BASED ROBOT COMMAND ALTERATION	HOQUE, SHAHEDA SHABNAM	3658	§103	Non-Final OA	86d overdue	Pending	Oct 16, 2023
18486324	SYSTEMS AND METHODS FOR PREDICTIVE RISK-AWARE CONTROL OF VEHICLES IN DYNAMIC ENVIRONMENTS	MOLINA, NIKKI MARIE M	3662	§103	Final Rejection	61d	Pending	Oct 13, 2023
18479527	SYSTEM AND METHOD FOR SELECTING COOPERATIVE ACTION TO MITIGATE DISTURBANCES IN TRAFFIC	WHITTINGTON, JESS G	3666	§103	Non-Final OA	—	Pending	Oct 02, 2023
18478013	SYSTEM AND METHOD FOR RECOMMENDING A SAFE PARKING LOCATION FOR PARKING A VEHICLE	GRIFFIN, ALEX BROCK	3665	§103	Non-Final OA	22d	Pending	Sep 29, 2023
18374964	SYSTEMS AND METHODS FOR NONCONTACT MONITOR OF CARDIAC ACTIVITIES	MCCORMACK, ERIN KATHLEEN	3791	§103	Final Rejection	71d	Pending	Sep 29, 2023
18472665	SYSTEMS AND METHODS FOR GENERATING EGO VEHICLE DRIVER-BASED GUIDANCE	WEISFELD, MATTHIAS S	3661	§103	Non-Final OA	16d	Pending	Sep 22, 2023
18468029	SHAPE MEMORY MATERIAL MEMBER ANCHOR	BROWN, JOSEPH HENRY	3618	§103	Final Rejection	26d	Pending	Sep 15, 2023
18466345	FLUIDIC OSCILLATORS FOR THE PASSIVE COOLING OF ELECTRONIC DEVICES	TAVAKOLDAVANI, KAMRAN	3763	§103	Non-Final OA	13d	Pending	Sep 13, 2023
18458943	MANUAL OPERATED SWING ARM DOLLY	DOLAK, JAMES M	3613	§102	Non-Final OA	45d overdue	Pending	Aug 30, 2023
18452343	ACTUATOR WITH ROTATABLE PUSH STRUCTURE	LARGI, MATTHEW THOMAS	3746	§103	Non-Final OA	18d overdue	Pending	Aug 18, 2023
18363032	METHODS AND SYTEMS FOR PERSONALIZED NOTIFICATIONS AMONG MOVING OBJECTS	DAVIS, JERROD I	3656	§103	Non-Final OA	3d overdue	Pending	Aug 01, 2023
18227114	ELECTROCATALYSTS FOR THE OXYGEN EVOLUTION REACTION IN ACID CONDITIONS	CALDERON, DAVID ANDREW	1742	§102	Non-Final OA	5d overdue	Pending	Jul 27, 2023
18225857	BATTERY PACK FRAME ASSEMBLIES	ARCIERO, ADAM A	1727	§103	Non-Final OA	7d	Pending	Jul 25, 2023
18356799	FUEL CELL WITH SERPENTINE WITH-IN SERPENTINE FLOW FIELD CHANNELS	CANTELMO, GREGG	1725	§103	Final Rejection	4d overdue	Pending	Jul 21, 2023
18217505	VEHICULAR MODIFICATIONS BASED ON OCCUPANT HEALTH	KIM, ANDREW SANG	3668	§103	Final Rejection	83d	Pending	Jun 30, 2023
18216777	TRANSPORT TRAILERS FOR RAISING AND TRANSPORTING DOLLIES	KEENAN, JAMES W	3655	§112	Final Rejection	15d	Pending	Jun 30, 2023
18215049	APPARATUS, SYSTEM, AND METHOD FOR VEHICLE FLOOR SILENCER WITH SILENCER WALL	CONDO, VERONICA MARIE	3612	§103	Non-Final OA	75d	Pending	Jun 27, 2023
18319021	FIRE PREVENTION IN VEHICLE BATTERIES USING OXYGEN REDUCTION	ONDREJCAK, ANDREW DOMENIC	3752	§103	Final Rejection	29d	Pending	Jun 14, 2023
18331089	STRESS MITIGATION WHEN PERFORMING SUGGESTED MANEUVERS	LI, CE LI	3661	§112	Non-Final OA	85d overdue	Pending	Jun 07, 2023
18329616	HIGH CAPACITIVE ELECTRODE	WILLS, MONIQUE M	1723	§103	Non-Final OA	27d	Pending	Jun 06, 2023
18327635	BRAINWAVE ANALYSIS FOR TRANSFER OF CONTROL IN SEMI-AUTONOMOUS VEHICLES	FABER, DAVID	2172	§103	Non-Final OA	54d	Pending	Jun 01, 2023
18196226	MICRORING-BASED PROGRAMMABLE COHERENT OPTICAL NEURAL NETWORK	MULLINAX, CLINT LEE	2123	§103	Non-Final OA	39d	Pending	May 11, 2023
18310676	ION CONDUCTIVE COMPOSITE MATERIAL	VO, JIMMY	1723	§103	Non-Final OA	15d overdue	Pending	May 02, 2023
18141334	TRAFFIC MANAGEMENT BASED ON ADAPTIVE MULTI-REGION MFDS	SANTOS, AARRON EDUARDO	3663	§103	Final Rejection	—	Pending	Apr 28, 2023
18300367	SYSTEMS AND METHODS FOR CONTEXT BASED KNOWLEDGE FORWARDING IN VEHICULAR KNOWLEDGE NETWORKING	TRIVEDI, ATUL	3661	§103	Non-Final OA	416d overdue	Pending	Apr 13, 2023
18299485	EXTERNAL COOLANT AND CHARGING SYSTEM	JEPPSON, PAMELA J	2859	§103	Non-Final OA	38d overdue	Pending	Apr 12, 2023
18297481	TIMED PARTIAL ORDER IDENTIFICATION FOR TASK LEARNING FROM DATA	ELKASSABGI, ZAHRA	3623	§112	Non-Final OA	12d	Pending	Apr 07, 2023
18131175	LIGHT DETECTION AND RANGING SYSTEM WITH DYNAMIC OPTICAL BEAM POWER	WOLDEMARYAM, ASSRES H	3642	§103	Non-Final OA	24d overdue	Pending	Apr 05, 2023
18130718	HIGHLY INTEGRATED POWER ELECTRONICS AND METHODS OF MANUFACTURING THE SAME	TUGBANG, ANTHONY D	2896	§103	Non-Final OA	28d	Pending	Apr 04, 2023
18192088	ACOUSTIC ENERGY HARVESTING USING RESONATORS	GONZALEZ, JULIO CESAR	2831	§103	Non-Final OA	9d overdue	Pending	Mar 29, 2023
18125275	CHIP-ON-CHIP POWER CARD HAVING IMMERSION COOLING	YAP, DOUGLAS ANTHONY	2899	§103	Final Rejection	15d	Pending	Mar 23, 2023
18116419	ARTIFICIAL MUSCLES, ARTIFICIAL MUSCLE ASSEMBLIES, AND METHODS OF USING SAME	NGUYEN, DUSTIN T	3745	§102	Non-Final OA	36d	Pending	Mar 02, 2023
18116600	STRUCTURAL COLOR MULTILAYER STRUCTURES HAVING BARRIER LAYERS	WASHVILLE, JEFFREY D	1766	§103	Non-Final OA	6d	Pending	Mar 02, 2023
18176576	SMART VEHICLE WINDOW GLASS CLEANING SYSTEM	HARTMANN, ERIN MARIE	3664	§103	Non-Final OA	46d overdue	Pending	Mar 01, 2023
18111761	SYSTEMS AND METHODS FOR CONTROLLING A VEHICLE	GAMMON, MATTHEW CHRISTOPHER	3657	§103	Non-Final OA	23d	Pending	Feb 20, 2023
18171035	NEURAL NETWORK VERIFICATION FOR NEURAL NETWORK CONTROLLERS	BOSTWICK, SIDNEY VINCENT	2124	§103	Final Rejection	7d	Pending	Feb 17, 2023
18169147	DRIVING BEHAVIOR-AWARE ADVANCED DRIVING ASSISTANCE SYSTEM	ARTIMEZ, DANA FERREN	3667	§103	Non-Final OA	3d overdue	Pending	Feb 14, 2023
18167290	MOTOR SYSTEM CABLE WINCH FOR VEHICLE	ADAMS, NATHANIEL L	3654	§103	Non-Final OA	—	Pending	Feb 10, 2023
18107757	SYSTEMS AND METHODS FOR CUSTOMIZED MACHINE-LEARNING-BASED MODEL SIMPLIFICATION FOR CONNECTED VEHICLES	MEYER, JACQUELINE CHRISTINE	2144	§103	Non-Final OA	13d	Pending	Feb 09, 2023
18164518	SYSTEMS AND METHODS FOR USER-EDGE ASSOCIATION BASED ON VEHICLE HETEROGENEITY FOR REDUCING THE HETEROGENEITY IN HIERARCHICAL FEDERATED LEARNING NETWORKS	GOLAN, MATTHEW BRYCE	2123	§103	Non-Final OA	113d overdue	Pending	Feb 03, 2023
18163833	SYSTEM OF PRIORITIZATION FOR DOWNLINK VEHICLE COMMUNICATION	HARLEY, JASON A	2468	§103	Non-Final OA	27d	Pending	Feb 02, 2023
18103925	BATTERY PACK FRAME ASSEMBLIES	DIGNAN, MICHAEL L	1723	§103	Non-Final OA	34d	Pending	Jan 31, 2023
18159001	NOZZLE TIP COVER FOR URETHANE ROBOTS	ZHOU, QINGZHANG	3752	§103	Non-Final OA	6d	Pending	Jan 24, 2023
18073731	PtNiN FUEL CELL ELECTRODE CATALYSTS AND FUEL CELLS WITH PtNiN ELECTRODE CATALYSTS	GATEWOOD, DANIEL S	1729	§103	Non-Final OA	20d	Pending	Dec 02, 2022
18071405	TRAILER SIZE DETECTION FOR ROAD LOAD PEDAL ADJUSTMENT	DYER, ANDREW R	3662	§103	Final Rejection	4d overdue	Pending	Nov 29, 2022
18048281	ROAD SOUND DETECTION	ALZATEEMEH, HUSSAM ALDEEN	3662	§103	Final Rejection	30d overdue	Pending	Oct 20, 2022
17968175	SYSTEMS AND METHODS FOR COMMUNICATION-EFFICIENT MODEL AGGREGATION IN FEDERATED NETWORKS FOR CONNECTED VEHICLE APPLICATIONS	SPRATT, BEAU D	2143	§103	Non-Final OA	56d overdue	Pending	Oct 18, 2022
17957485	VEHICLE CARBON USE LIMITATION	GILKEY, CARRIE STRODER	3626	§103	Final Rejection	88d overdue	Pending	Sep 30, 2022
17955054	PROGRAMMABLE MATTER	THROWER, LARRY W	1754	§103	Final Rejection	47d	Pending	Sep 28, 2022
17953753	SYSTEMS AND METHODS FOR FEDERATED LEARNING WITH HETEROGENEOUS CLIENTS VIA DATA-FREE KNOWLEDGE DISTILLATION	PHAKOUSONH, DARAVANH	2121	§112	Final Rejection	22d overdue	Pending	Sep 27, 2022
17944538	TOOL SHANK HOLDERS AND METHODS OF ATTACHING TOOLS USING TOOL SHANK HOLDERS TO POWER TOOLS	SNYDER, ALAN W	3722	§103	Non-Final OA	9d	Pending	Sep 14, 2022
17886768	OMNIDIRECTIONAL STRUCTURAL COLOR MICROSTRUCTURES COMPRISING TITANIUM DIOXIDE	DUNNING, RYAN S	2872	§103	Final Rejection	—	Pending	Aug 12, 2022
17815047	DISCRETE MICROCHANNELS AND MICROSTRUCTURES EMBEDDED IN METAL FOAM GAS DIFFUSION LAYER FOR PEM FUEL CELLS	ALEJANDRO, RAYMOND	1752	§103	Final Rejection	28d	Pending	Jul 26, 2022
17856461	MODULAR PCB-BASED COIL FOR EV WIRELESS CHARGING WITH THERMALLY CONDUCTIVE SEPARATOR	INSTONE, NATHANIEL JOSEPH	2859	§103	Non-Final OA	8d	Pending	Jul 01, 2022
17835338	MATERIALS WITH HIGH LIDAR REFLECTIVITY	DAVIDSON IV, CULLEN LEE GARRETT	1767	§102	Final Rejection	24d overdue	Pending	Jun 08, 2022
17576082	COOPERATIVE TRAFFIC CONGESTION DETECTION FOR CONNECTED VEHICULAR PLATFORM	SANTOS, AARRON EDUARDO	3663	§103	Non-Final OA	49d overdue	Pending	Jan 14, 2022
17514075	VIBRATION ISOLATION FOR VEHICLE SEAT COMPONENTS	SCHWARTZ, CHRISTOPHER P	3616	§103	Non-Final OA	34d	Pending	Oct 29, 2021
17509711	APPARATUS AND METHOD FOR COOPERATIVE ESCAPE ZONE DETECTION	GOODBODY, JOAN T	3664	§103	Final Rejection	28d overdue	Pending	Oct 25, 2021
17484683	SYSTEMS AND METHODS FOR UPDATING MODELS FOR IMAGE PROCESSING USING FEDERATED LEARNING	PARK, GRACE A	2144	§103	Non-Final OA	68d	Pending	Sep 24, 2021
17092981	METHODS AND SYSTEMS FOR PARKING LOCATION NAVIGATION	GOODBODY, JOAN T	3664	§103	Non-Final OA	15d overdue	Pending	Nov 09, 2020

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