Search

Vishal J. Pancholi

Examiner (ID: 744, Phone: (571)272-9324 , Office: P/3754 )

Most Active Art Unit
3754
Art Unit(s)
3754
Total Applications
1073
Issued Applications
742
Pending Applications
96
Abandoned Applications
264

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 20440712 [patent_doc_number] => 12511550 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-12-30 [patent_title] => Adaptive genetic algorithm for managing and scheduling cross-domain heterogeneous storage clusters [patent_app_type] => utility [patent_app_number] => 19/278730 [patent_app_country] => US [patent_app_date] => 2025-07-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 4 [patent_no_of_words] => 1179 [patent_no_of_claims] => 4 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 906 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19278730 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/278730
Adaptive genetic algorithm for managing and scheduling cross-domain heterogeneous storage clusters Jul 22, 2025 Issued
Array ( [id] => 19383536 [patent_doc_number] => 20240273406 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-08-15 [patent_title] => METHODS AND APPARATUS FOR BOUNDED LINEAR COMPUTATION OUTPUTS [patent_app_type] => utility [patent_app_number] => 18/437888 [patent_app_country] => US [patent_app_date] => 2024-02-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 18579 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 293 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18437888 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/437888
METHODS AND APPARATUS FOR BOUNDED LINEAR COMPUTATION OUTPUTS Feb 8, 2024 Abandoned
Array ( [id] => 19363231 [patent_doc_number] => 20240265265 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-08-08 [patent_title] => METHOD FOR PARAMETER ADJUSTMENT OF REINFORCEMENT LEARNING ALGORITHM [patent_app_type] => utility [patent_app_number] => 18/429667 [patent_app_country] => US [patent_app_date] => 2024-02-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12396 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 129 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18429667 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/429667
METHOD FOR PARAMETER ADJUSTMENT OF REINFORCEMENT LEARNING ALGORITHM Jan 31, 2024 Abandoned
Array ( [id] => 20062746 [patent_doc_number] => 20250200968 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-06-19 [patent_title] => SYSTEM CAPABLE OF DYNAMICALLY GENERATING AND EXECUTING WORKFLOW COMMANDS OVER 5G NETWORK [patent_app_type] => utility [patent_app_number] => 18/541694 [patent_app_country] => US [patent_app_date] => 2023-12-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5134 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 317 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18541694 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/541694
SYSTEM CAPABLE OF DYNAMICALLY GENERATING AND EXECUTING WORKFLOW COMMANDS OVER 5G NETWORK Dec 14, 2023 Pending
Array ( [id] => 19603714 [patent_doc_number] => 20240394594 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-11-28 [patent_title] => METHOD AND SYSTEM FOR CONTROLLING OPERATION OF MACHINE LEARNING MODEL [patent_app_type] => utility [patent_app_number] => 18/537689 [patent_app_country] => US [patent_app_date] => 2023-12-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12245 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -9 [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] => 18537689 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/537689
Activation based dynamic network pruning Dec 11, 2023 Issued
Array ( [id] => 20010056 [patent_doc_number] => 20250148278 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-05-08 [patent_title] => AUTOMATIC DEVELOPMENT AND ENHANCEMENT OF DEEP LEARNING MODEL FOR DATA EXTRACTION USING FEEDBACK LOOP [patent_app_type] => utility [patent_app_number] => 18/503777 [patent_app_country] => US [patent_app_date] => 2023-11-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9608 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -26 [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] => 18503777 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/503777
AUTOMATIC DEVELOPMENT AND ENHANCEMENT OF DEEP LEARNING MODEL FOR DATA EXTRACTION USING FEEDBACK LOOP Nov 6, 2023 Pending
Array ( [id] => 20001188 [patent_doc_number] => 20250139410 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-05-01 [patent_title] => METHOD FOR TRAINING A LEARNING ALGORITHM WITH TRAINING DATA [patent_app_type] => utility [patent_app_number] => 18/495570 [patent_app_country] => US [patent_app_date] => 2023-10-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3419 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 527 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18495570 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/495570
METHOD FOR TRAINING A LEARNING ALGORITHM WITH TRAINING DATA Oct 25, 2023 Pending
Array ( [id] => 19905849 [patent_doc_number] => 12282858 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-04-22 [patent_title] => Systems and methods for spatial graph convolutions with applications to drug discovery and molecular simulation [patent_app_type] => utility [patent_app_number] => 18/315422 [patent_app_country] => US [patent_app_date] => 2023-05-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 8 [patent_no_of_words] => 12074 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 292 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18315422 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/315422
Systems and methods for spatial graph convolutions with applications to drug discovery and molecular simulation May 9, 2023 Issued
Array ( [id] => 18363538 [patent_doc_number] => 20230145129 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-11 [patent_title] => GENERATING NEURAL NETWORK OUTPUTS BY ENRICHING LATENT EMBEDDINGS USING SELF-ATTENTION AND CROSS-ATTENTION OPERATIONS [patent_app_type] => utility [patent_app_number] => 18/095925 [patent_app_country] => US [patent_app_date] => 2023-01-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15124 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 214 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18095925 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/095925
Generating neural network outputs by enriching latent embeddings using self-attention and cross-attention operations Jan 10, 2023 Issued
Array ( [id] => 19267840 [patent_doc_number] => 20240211544 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-06-27 [patent_title] => SYSTEM AND METHOD FOR AUTOMATICALLY ASSESSING CHANGE REQUESTS [patent_app_type] => utility [patent_app_number] => 18/088150 [patent_app_country] => US [patent_app_date] => 2022-12-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10137 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 302 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18088150 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/088150
SYSTEM AND METHOD FOR AUTOMATICALLY ASSESSING CHANGE REQUESTS Dec 22, 2022 Pending
Array ( [id] => 19175041 [patent_doc_number] => 20240161015 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-05-16 [patent_title] => RANKING MACHINE LEARNING PIPELINES USING JOINT COMPUTATIONS [patent_app_type] => utility [patent_app_number] => 17/986001 [patent_app_country] => US [patent_app_date] => 2022-11-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10602 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 135 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17986001 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/986001
RANKING MACHINE LEARNING PIPELINES USING JOINT COMPUTATIONS Nov 13, 2022 Pending
Array ( [id] => 19129910 [patent_doc_number] => 20240135263 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-04-25 [patent_title] => MACHINE LEARNING TECHNIQUES FOR REINFORCEMENT LEARNING USING CROSS-SUPPORT LIKELIHOOD MODEL SIMILARITY DETERMINATIONS [patent_app_type] => utility [patent_app_number] => 18/047753 [patent_app_country] => US [patent_app_date] => 2022-10-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 19901 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 312 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18047753 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/047753
MACHINE LEARNING TECHNIQUES FOR REINFORCEMENT LEARNING USING CROSS-SUPPORT LIKELIHOOD MODEL SIMILARITY DETERMINATIONS Oct 18, 2022 Pending
Array ( [id] => 19129910 [patent_doc_number] => 20240135263 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-04-25 [patent_title] => MACHINE LEARNING TECHNIQUES FOR REINFORCEMENT LEARNING USING CROSS-SUPPORT LIKELIHOOD MODEL SIMILARITY DETERMINATIONS [patent_app_type] => utility [patent_app_number] => 18/047753 [patent_app_country] => US [patent_app_date] => 2022-10-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 19901 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 312 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18047753 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/047753
MACHINE LEARNING TECHNIQUES FOR REINFORCEMENT LEARNING USING CROSS-SUPPORT LIKELIHOOD MODEL SIMILARITY DETERMINATIONS Oct 17, 2022 Pending
Array ( [id] => 19099775 [patent_doc_number] => 20240119003 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-04-11 [patent_title] => LOW-LATENCY MACHINE LEARNING MODEL PREDICTION CACHE FOR IMPROVING DISTRIBUTION OF CURRENT STATE MACHINE LEARNING PREDICTIONS ACROSS COMPUTER NETWORKS [patent_app_type] => utility [patent_app_number] => 17/938129 [patent_app_country] => US [patent_app_date] => 2022-10-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17469 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 126 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17938129 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/938129
LOW-LATENCY MACHINE LEARNING MODEL PREDICTION CACHE FOR IMPROVING DISTRIBUTION OF CURRENT STATE MACHINE LEARNING PREDICTIONS ACROSS COMPUTER NETWORKS Oct 4, 2022 Pending
Array ( [id] => 19085292 [patent_doc_number] => 20240112093 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-04-04 [patent_title] => INTELLIGENT AUTOMATIC ORCHESTRATION OF MACHINE-LEARNING BASED PROCESSING PIPELINE [patent_app_type] => utility [patent_app_number] => 17/937908 [patent_app_country] => US [patent_app_date] => 2022-10-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 21537 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => 0 [patent_words_short_claim] => 34 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17937908 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/937908
INTELLIGENT AUTOMATIC ORCHESTRATION OF MACHINE-LEARNING BASED PROCESSING PIPELINE Oct 3, 2022 Pending
Array ( [id] => 18678478 [patent_doc_number] => 20230316126 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-10-05 [patent_title] => SYSTEM AND METHOD FOR PROVIDING ACCELERATED REINFORCEMENT LEARNING TRAINING [patent_app_type] => utility [patent_app_number] => 17/950552 [patent_app_country] => US [patent_app_date] => 2022-09-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8512 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 90 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17950552 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/950552
SYSTEM AND METHOD FOR PROVIDING ACCELERATED REINFORCEMENT LEARNING TRAINING Sep 21, 2022 Pending
Array ( [id] => 19036907 [patent_doc_number] => 20240086722 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-03-14 [patent_title] => SYSTEMS AND METHODS OF DECISION ANALYSIS [patent_app_type] => utility [patent_app_number] => 17/930539 [patent_app_country] => US [patent_app_date] => 2022-09-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5998 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 131 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17930539 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/930539
SYSTEMS AND METHODS OF DECISION ANALYSIS Sep 7, 2022 Pending
Array ( [id] => 19036942 [patent_doc_number] => 20240086757 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-03-14 [patent_title] => UTILIZING MACHINE LEARNING MODELS TO PREDICT MULTI-LEVEL CLIENT INTENT CLASSIFICATIONS FOR CLIENT COMMUNICATIONS [patent_app_type] => utility [patent_app_number] => 17/930614 [patent_app_country] => US [patent_app_date] => 2022-09-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 16573 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 104 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17930614 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/930614
UTILIZING MACHINE LEARNING MODELS TO PREDICT MULTI-LEVEL CLIENT INTENT CLASSIFICATIONS FOR CLIENT COMMUNICATIONS Sep 7, 2022 Pending
Array ( [id] => 18243932 [patent_doc_number] => 20230076243 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-03-09 [patent_title] => MACHINE LEARNING ARCHITECTURE FOR QUANTIFYING AND MONITORING EVENT-BASED RISK [patent_app_type] => utility [patent_app_number] => 17/901766 [patent_app_country] => US [patent_app_date] => 2022-09-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11576 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 141 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17901766 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/901766
MACHINE LEARNING ARCHITECTURE FOR QUANTIFYING AND MONITORING EVENT-BASED RISK Aug 31, 2022 Pending
Array ( [id] => 19228807 [patent_doc_number] => 12008445 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-06-11 [patent_title] => Black-box optimization using neural networks [patent_app_type] => utility [patent_app_number] => 17/830286 [patent_app_country] => US [patent_app_date] => 2022-06-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 2 [patent_figures_cnt] => 3 [patent_no_of_words] => 7352 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 561 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17830286 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/830286
Black-box optimization using neural networks May 31, 2022 Issued
Menu