Prosecution Insights
Last updated: April 19, 2026

Examiner: SAXENA, AKASH

Tech Center 2100 • Art Units: 2128 2147 2188

This examiner grants 49% of resolved cases

Performance Statistics

49.2%
Allow Rate
-5.8% vs TC avg
563
Total Applications
+32.0%
Interview Lift
1762
Avg Prosecution Days
Based on 520 resolved cases, 2023–2026

Rejection Statute Breakdown

19.2%
§101 Eligibility
15.8%
§102 Novelty
36.4%
§103 Obviousness
22.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17973188 INVERSE DESIGN SYSTEM DESIGNING NANO-OPTICAL DEVICE USING CONTROLLABLE GENERATIVE ADVERSARIAL NETWORK AND TRAINING AND DESIGN METHODS Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
18099154 MACHINE LEARNING MODELS FOR ELECTRICAL POWER SIMULATIONS Non-Final OA X Development LLC
18060870 SYSTEM AND METHOD FOR INFORMATION TECHNOLOGY (IT) INFRASTRUCTURE SURVEYING AND INVENTORY MANAGEMENT Non-Final OA SAUDI ARABIAN OIL COMPANY
17549015 Machine Learning with Physics-based Models to Predict Multilateral Well Performance Non-Final OA Saudi Arabian Oil Company
17456951 Method for the automated assessment of a simulation model Non-Final OA Robert Bosch GmbH
17813257 SYSTEMS AND METHODS FOR OPTIMIZING RISK AND TIME IN SAFETY CERTIFICATION OF CYBER-PHYSICAL SYSTEMS Non-Final OA ARIZONA BOARD OF REGENTS ON BEHALF OF ARIZONA STATE UNIVERSITY
19190162 COLLISION RECONSTRUCTION ENGINE Non-Final OA Assured Insurance Technologies, Inc.
17971002 Porous Structure Placement Configured For Manufacturing Non-Final OA Howmedica Osteonics Corp.
17872230 Locating Virtual Tape File Systems on a Virtual Tape Emulator Final Rejection Dell Products, L.P.
17916975 ESTIMATION METHOD, SIMULATION METHOD, ESTIMATION DEVICE, AND ESTIMATION PROGRAM Non-Final OA NTT, Inc.
18060077 SMART OBJECT CONTROLLER ALLOCATION IN INDUSTRIAL DESIGN ENVIRONMENT Non-Final OA Rockwell Automation Technologies, Inc.
17588632 SYSTEMS AND METHODS FOR CARGO OPTIMIZATION BASED ON DRIVER BEHAVIOR AND VEHICLE DYNAMICS Non-Final OA TOYOTA RESEARCH INSTITUTE, INC.
17443862 PHOTODETECTOR BEHAVIOR MODELING Final Rejection Hewlett Packard Enterprise Development LP
17621801 QUALITY PREDICTION MODEL GENERATION METHOD, QUALITY PREDICTION MODEL, QUALITY PREDICTION METHOD, METAL MATERIAL MANUFACTURING METHOD, QUALITY PREDICTION MODEL GENERATION DEVICE, AND QUALITY PREDICTION DEVICE Final Rejection JFE Steel Corporation
18046972 System and Methods for Automatic Repair of Missing Mate References Non-Final OA Dassault Systemes SolidWorks Corporation
18001304 ANALYZING SYSTEMS OR GROUPS THAT UNDERGO CHANGES OVER TIME, AND RELATED DEVICES AND SYSTEMS Non-Final OA BATTELLE ENERGY ALLIANCE, LLC
18045632 QUBIT PROCESSING METHOD AND APPARATUS, AND NON-TRANSITORY COMPUTER READABLE MEDIUM Non-Final OA Alibaba Damo (Hangzhou) Technology Co., Ltd.
17826835 Simulation of a performance of an energy storage Final Rejection NOVUM engineerING GmbH
18144109 AUTOMATIC LINK PREDICTION FOR DEVICES IN COMMERCIAL AND INDUSTRIAL ENVIRONMENTS Final Rejection Mapped Inc.
18068973 DESIGN DEVELOPMENT AND DISPLAY Non-Final OA The West Retail Group Limited
17791480 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM Non-Final OA RESEARCH INSTITUTE FOR COMPUTATIONAL SCIENCE CO., LTD.
17639564 GEOMETRIC PARADIGM FOR NONLINEAR MODELING AND CONTROL OF NEURAL DYNAMICS Non-Final OA UNIVERSITY OF SOUTHRN CALIFORNIA

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