Search

Francis C. Gray

Examiner (ID: 10185, Phone: (571)270-3348 , Office: P/2852 )

Most Active Art Unit
2852
Art Unit(s)
4148, 2852
Total Applications
1534
Issued Applications
1396
Pending Applications
74
Abandoned Applications
97

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 20673609 [patent_doc_number] => 12614124 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-04-28 [patent_title] => Threshold-based adaptive ontology and knowledge graph modification using generative artificial intelligence [patent_app_type] => utility [patent_app_number] => 19/319633 [patent_app_country] => US [patent_app_date] => 2025-09-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 22 [patent_figures_cnt] => 22 [patent_no_of_words] => 60046 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 266 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19319633 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/319633
Threshold-based adaptive ontology and knowledge graph modification using generative artificial intelligence Sep 3, 2025 Issued
Array ( [id] => 20338286 [patent_doc_number] => 20250342406 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-11-06 [patent_title] => HYBRID LANGUAGE MODEL AND DETERMINISTIC PROCESSING FOR UNCERTAINTY ANALYSIS [patent_app_type] => utility [patent_app_number] => 19/265958 [patent_app_country] => US [patent_app_date] => 2025-07-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 16271 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 159 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19265958 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/265958
HYBRID LANGUAGE MODEL AND DETERMINISTIC PROCESSING FOR UNCERTAINTY ANALYSIS Jul 9, 2025 Pending
Array ( [id] => 20647678 [patent_doc_number] => 12602624 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-04-14 [patent_title] => Anomaly detection method for model outputs [patent_app_type] => utility [patent_app_number] => 19/196702 [patent_app_country] => US [patent_app_date] => 2025-05-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 8 [patent_no_of_words] => 10208 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 199 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19196702 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/196702
Anomaly detection method for model outputs Apr 30, 2025 Issued
Array ( [id] => 20475351 [patent_doc_number] => 20260017572 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-01-15 [patent_title] => HALLUCINATION MITIGATION THROUGH MODULAR MODEL ENSEMBLES [patent_app_type] => utility [patent_app_number] => 19/062786 [patent_app_country] => US [patent_app_date] => 2025-02-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6749 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19062786 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/062786
Hallucination mitigation through modular model ensembles Feb 24, 2025 Issued
Array ( [id] => 20416099 [patent_doc_number] => 12499386 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-12-16 [patent_title] => Systems and methods for parallel exploration of a hyperparameter search space [patent_app_type] => utility [patent_app_number] => 19/000716 [patent_app_country] => US [patent_app_date] => 2024-12-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 61 [patent_figures_cnt] => 55 [patent_no_of_words] => 96896 [patent_no_of_claims] => 32 [patent_no_of_ind_claims] => 4 [patent_words_short_claim] => 429 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19000716 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/000716
Systems and methods for parallel exploration of a hyperparameter search space Dec 23, 2024 Issued
Array ( [id] => 20189034 [patent_doc_number] => 12400149 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2025-08-26 [patent_title] => Systems and methods for parallel exploration of a hyperparameter search space [patent_app_type] => utility [patent_app_number] => 19/000685 [patent_app_country] => US [patent_app_date] => 2024-12-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 61 [patent_figures_cnt] => 61 [patent_no_of_words] => 96912 [patent_no_of_claims] => 30 [patent_no_of_ind_claims] => 4 [patent_words_short_claim] => 163 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19000685 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/000685
Systems and methods for parallel exploration of a hyperparameter search space Dec 22, 2024 Issued
Array ( [id] => 20110540 [patent_doc_number] => 12361264 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-07-15 [patent_title] => Method and system for local compression of artificial intelligence model [patent_app_type] => utility [patent_app_number] => 18/923458 [patent_app_country] => US [patent_app_date] => 2024-10-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 8 [patent_no_of_words] => 0 [patent_no_of_claims] => 10 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 206 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18923458 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/923458
Method and system for local compression of artificial intelligence model Oct 21, 2024 Issued
Array ( [id] => 20374490 [patent_doc_number] => 12481927 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-11-25 [patent_title] => Information processing method and apparatus [patent_app_type] => utility [patent_app_number] => 18/823403 [patent_app_country] => US [patent_app_date] => 2024-09-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 2 [patent_figures_cnt] => 3 [patent_no_of_words] => 2346 [patent_no_of_claims] => 15 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 273 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18823403 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/823403
Information processing method and apparatus Sep 2, 2024 Issued
Array ( [id] => 20388558 [patent_doc_number] => 12488287 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-12-02 [patent_title] => Rich media presentation of recommendations in generative media [patent_app_type] => utility [patent_app_number] => 18/823415 [patent_app_country] => US [patent_app_date] => 2024-09-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 2397 [patent_no_of_claims] => 19 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 359 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18823415 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/823415
Rich media presentation of recommendations in generative media Sep 2, 2024 Issued
Array ( [id] => 20550827 [patent_doc_number] => 12561621 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-02-24 [patent_title] => Systems and methods for interfacing with a server over a network [patent_app_type] => utility [patent_app_number] => 18/798724 [patent_app_country] => US [patent_app_date] => 2024-08-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 1314 [patent_no_of_claims] => 19 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 118 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18798724 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/798724
Systems and methods for interfacing with a server over a network Aug 7, 2024 Issued
Array ( [id] => 20636089 [patent_doc_number] => 12596965 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-04-07 [patent_title] => Cross-model format comparison [patent_app_type] => utility [patent_app_number] => 18/770545 [patent_app_country] => US [patent_app_date] => 2024-07-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 3 [patent_figures_cnt] => 3 [patent_no_of_words] => 0 [patent_no_of_claims] => 25 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 176 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18770545 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/770545
Cross-model format comparison Jul 10, 2024 Issued
Array ( [id] => 19514631 [patent_doc_number] => 20240346317 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-10-17 [patent_title] => NEURAL NETWORK METHOD AND APPARATUS [patent_app_type] => utility [patent_app_number] => 18/752163 [patent_app_country] => US [patent_app_date] => 2024-06-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10046 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 171 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18752163 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/752163
Neural network method and apparatus Jun 23, 2024 Issued
Array ( [id] => 20636088 [patent_doc_number] => 12596964 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-04-07 [patent_title] => System, method, and computer program product for time-based ensemble learning using supervised and unsupervised machine learning models [patent_app_type] => utility [patent_app_number] => 18/739449 [patent_app_country] => US [patent_app_date] => 2024-06-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 8 [patent_no_of_words] => 12291 [patent_no_of_claims] => 12 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 797 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18739449 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/739449
System, method, and computer program product for time-based ensemble learning using supervised and unsupervised machine learning models Jun 10, 2024 Issued
Array ( [id] => 20747447 [patent_doc_number] => 12647378 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-06-02 [patent_title] => Message suggestions [patent_app_type] => utility [patent_app_number] => 18/737595 [patent_app_country] => US [patent_app_date] => 2024-06-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 13 [patent_figures_cnt] => 16 [patent_no_of_words] => 7297 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 128 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18737595 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/737595
Message suggestions Jun 6, 2024 Issued
Array ( [id] => 20790519 [patent_doc_number] => 12664435 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-06-23 [patent_title] => Methods and systems for neural architecture search [patent_app_type] => utility [patent_app_number] => 18/732052 [patent_app_country] => US [patent_app_date] => 2024-06-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 13 [patent_no_of_words] => 10161 [patent_no_of_claims] => 16 [patent_no_of_ind_claims] => 1 [patent_words_short_claim] => 294 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18732052 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/732052
METHODS AND SYSTEMS FOR NEURAL ARCHITECTURE SEARCH Jun 2, 2024 Pending
Array ( [id] => 19435055 [patent_doc_number] => 20240303553 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-09-12 [patent_title] => AUTOMATED SYSTEMS FOR MACHINE LEARNING MODEL DEVELOPMENT, ANALYSIS, AND REFINEMENT [patent_app_type] => utility [patent_app_number] => 18/648707 [patent_app_country] => US [patent_app_date] => 2024-04-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13642 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 139 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18648707 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/648707
Automated systems for machine learning model development, analysis, and refinement Apr 28, 2024 Issued
Array ( [id] => 19347884 [patent_doc_number] => 20240256848 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-08-01 [patent_title] => HIGH-DENSITY NEUROMORPHIC COMPUTING ELEMENT [patent_app_type] => utility [patent_app_number] => 18/632180 [patent_app_country] => US [patent_app_date] => 2024-04-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5638 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => 0 [patent_words_short_claim] => 176 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18632180 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/632180
High-density neuromorphic computing element Apr 9, 2024 Issued
Array ( [id] => 20494547 [patent_doc_number] => 12536419 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-01-27 [patent_title] => Computer-implemented or hardware-implemented method of entity identification, a computer program product and an apparatus for entity identification [patent_app_type] => utility [patent_app_number] => 18/615189 [patent_app_country] => US [patent_app_date] => 2024-03-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 20 [patent_no_of_words] => 2526 [patent_no_of_claims] => 13 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 289 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18615189 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/615189
Computer-implemented or hardware-implemented method of entity identification, a computer program product and an apparatus for entity identification Mar 24, 2024 Issued
Array ( [id] => 19205134 [patent_doc_number] => 20240177033 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-05-30 [patent_title] => Method, Device and Equipment for Selecting Key Geological Parameters of a To-Be-Prospected Block [patent_app_type] => utility [patent_app_number] => 18/431472 [patent_app_country] => US [patent_app_date] => 2024-02-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9274 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -7 [patent_words_short_claim] => 735 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18431472 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/431472
Method, Device and Equipment for Selecting Key Geological Parameters of a To-Be-Prospected Block Feb 1, 2024 Abandoned
Array ( [id] => 20027652 [patent_doc_number] => 20250165874 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-05-22 [patent_title] => Method, System, and Computer Program Product for Improving Machine Learning Models [patent_app_type] => utility [patent_app_number] => 18/833603 [patent_app_country] => US [patent_app_date] => 2024-01-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 14081 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18833603 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/833603
Method, System, and Computer Program Product for Improving Machine Learning Models Jan 2, 2024 Pending
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