Prosecution Insights
Last updated: April 19, 2026

X Development LLC

35 pending office actions

Portfolio Summary

35
Total Pending OAs
7
Final Rejections
28
Non-Final OAs

Pending Office Actions

App #TitleExaminerArt UnitStatusFiled
19342186 MODEL-IN-THE-LOOP SYNTHETIC BIOLOGY CLOW, LORI A 1687 Final Rejection Sep 26, 2025
19341734 PLATFORMS, SYSTEMS, AND METHODS FOR PATHWAY OPTIMIZATION FOR PROCESS BOTTLENECKS IN SYNTHETIC BIOLOGY DEVELOPMENT MINCHELLA, KAITLYN L 1685 Non-Final OA Sep 26, 2025
19340724 PLATFORMS, SYSTEMS, AND METHODS FOR MULTI-OBJECTIVE OPTIMIZATION AND COMPARATIVE ANALYSIS FOR SYNTHETIC BIOLOGY DEVELOPMENT ZEMAN, MARY K 1686 Non-Final OA Sep 25, 2025
19042774 CHARACTERIZATION OF MACHINE-LEARNING MODELS RAAB, CHRISTOPHER J 2156 Non-Final OA Jan 31, 2025
18948550 PRODUCING CARBON DIOXIDE WITH WASTE HEAT MIAN, SHAFIQ A 3746 Non-Final OA Nov 15, 2024
18924221 INFRARED AND VISIBLE IMAGING SYSTEM FOR MONITORING EQUIPMENT SELBY, GEVELL V 2638 Non-Final OA Oct 23, 2024
18737324 DETECTING SURREPTITIOUS SPEECH USING MACHINE LEARNING MODELS LEE, EUNICE SOMIN 2656 Non-Final OA Jun 07, 2024
18674444 TASK PERFORMANCE USING LANGUAGE MODELS HASSAN, ALI MOHAMAD 2653 Non-Final OA May 24, 2024
18398057 DETERMINING OPTIMAL GRID INTERCONNECTIONS HARTMAN JR, RONALD D 2119 Non-Final OA Dec 27, 2023
18528036 DISTRIBUTED SENSING USING FLUID NETWORK BREIER, KRYSTINE E 3645 Non-Final OA Dec 04, 2023
18233584 IMAGING A SUBTERRANEAN FORMATION THROUGH ACOUSTIC ENERGY DELIVERED THROUGH A LIQUID ABULABAN, ABDALLAH 3645 Non-Final OA Aug 14, 2023
18334215 NOISY ECOLOGICAL DATA ENHANCEMENT VIA SPATIOTEMPORAL INTERPOLATION AND VARIANCE MAPPING CORRIELUS, JEAN M 2159 Non-Final OA Jun 13, 2023
18331765 PREDICTING ELECTRICAL COMPONENT FAILURE YANCHUS III, PAUL B 2115 Final Rejection Jun 08, 2023
18305792 BODY SUIT WITH DISTRIBUTED AIR SUPPLY ASHIMIU, MAUTIN ISAAC 3785 Non-Final OA Apr 24, 2023
18302449 GRID EDGE INTELLIGENCE LIN, JASON 2117 Final Rejection Apr 18, 2023
18129416 SYNTHESIS AND AUGMENTATION OF TRAINING DATA FOR SUPPLY CHAIN OPTIMIZATION PHAKOUSONH, DARAVANH 2121 Non-Final OA Mar 31, 2023
18184830 SYSTEM AND METHODS FOR UTILIZING PREDICTIONS OF FUTURE REAL-WORLD EVENTS TO GENERATE ACTIONABLE DECISIONS KAPOOR, DEVAN 2126 Non-Final OA Mar 16, 2023
18168027 MULTI-STAGE TRAINING OF MACHINE LEARNING MODELS ZECHER, CORDELIA P K 2100 Non-Final OA Feb 13, 2023
18159006 INVERSE DESIGN OF PHOTONIC DEVICE FOOTPRINTS AND WAVEGUIDE LOCATIONS YOUNG, TIFFANY P 3665 Non-Final OA Jan 24, 2023
18099154 MACHINE LEARNING MODELS FOR ELECTRICAL POWER SIMULATIONS SAXENA, AKASH 2188 Non-Final OA Jan 19, 2023
18075723 TRAINING MACHINE LEARNING MODELS TO PREDICT FIRE BEHAVIOR KOWALIK, SKIELER ALEXANDER 2142 Final Rejection Dec 06, 2022
17979964 PERIODICALLY COOPERATIVE MULTI-AGENT REINFORCEMENT LEARNING MILLER, ALEXANDRIA JOSEPHINE 2142 Final Rejection Nov 03, 2022
17977430 ACTOR-BASED DISTRIBUTION COMPUTATION FOR PARTITIONED POWER SYSTEM SIMULATION GAN, CHUEN-MEEI 2189 Non-Final OA Oct 31, 2022
17932371 Robotic Gripping Device for Grasping Handles and Objects CHIN, PAUL T 3654 Non-Final OA Sep 15, 2022
17841022 GENERATING CROSS-DOMAIN GUIDANCE FOR NAVIGATING HCI'S NGUYEN, MAIKHANH 2144 Non-Final OA Jun 15, 2022
17662022 CLOSED LOOP CONTINUOUS APTAMER DEVELOPMENT SYSTEM SANFORD, DIANA PATRICIA 1687 Non-Final OA May 04, 2022
17728398 ENSEMBLE MACHINE LEARNING WITH RESERVOIR NEURAL NETWORKS ZECHER, CORDELIA P K 2100 Non-Final OA Apr 25, 2022
17725964 SIMULATION OF MODIFICATIONS TO AN ELECTRICAL GRID COOK, BRIAN S 2187 Final Rejection Apr 21, 2022
17687823 ELECTRIC GRID MODEL ERROR REDUCTION OCHOA, JUAN CARLOS 2186 Non-Final OA Mar 07, 2022
17683237 DRIVE SYSTEM FOR EXOSUITS WONG, YIN-LUNG BRENDAN 3785 Non-Final OA Feb 28, 2022
17683280 SENSING SYSTEM FOR EXOSUITS HUSSAIN, MISHAL ZAHRA 3785 Non-Final OA Feb 28, 2022
17667307 USING A FABRICATION MODEL ESTIMATOR FOR INVERSE DESIGN OF PHYSICAL DEVICES PIERRE LOUIS, ANDRE 2187 Final Rejection Feb 08, 2022
17574915 DISEASE REPRESENTATION AND CLASSIFICATION WITH MACHINE LEARNING CLOW, LORI A 1687 Non-Final OA Jan 13, 2022
17551514 DERIVING FOUNDRY FABRICATION MODELS FROM PERFORMANCE MEASUREMENTS OF FABRICATED DEVICES DRAPEAU, SIMEON PAUL 2188 Non-Final OA Dec 15, 2021
17486514 ACCELERATING AN INVERSE DESIGN PROCESS USING LEARNED MAPPINGS BETWEEN RESOLUTION LEVELS MORRIS, JOSEPH PATRICK 2188 Non-Final OA Sep 27, 2021

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