Haytham Soliman

Array ( [id] => 18568013 [patent_doc_number] => 20230258348 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-08-17 [patent_title] => THERMAL REGULATION OF DRIVE IN AIR CONDITIONING SYSTEMS [patent_app_type] => utility [patent_app_number] => 18/168984 [patent_app_country] => US [patent_app_date] => 2023-02-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3424 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 81 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18168984 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18422939 [patent_doc_number] => 20230177403 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-08 [patent_title] => PREDICTING THE CONJUNCTION OF EVENTS BY APPROXIMATE DECOMPOSITION [patent_app_type] => utility [patent_app_number] => 17/542266 [patent_app_country] => US [patent_app_date] => 2021-12-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5625 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 122 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17542266 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18422939 [patent_doc_number] => 20230177403 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-08 [patent_title] => PREDICTING THE CONJUNCTION OF EVENTS BY APPROXIMATE DECOMPOSITION [patent_app_type] => utility [patent_app_number] => 17/542266 [patent_app_country] => US [patent_app_date] => 2021-12-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5625 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 122 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17542266 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18393837 [patent_doc_number] => 20230162057 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-25 [patent_title] => IDENTIFY RECIPIENT(S) BASED ON CONTEXT AND PROMPT/SUGGEST SENDER TO ADD IDENTIFIED RECIPIENT(S) BEFORE SENDING MESSAGE [patent_app_type] => utility [patent_app_number] => 17/530959 [patent_app_country] => US [patent_app_date] => 2021-11-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 14964 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 89 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17530959 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18393837 [patent_doc_number] => 20230162057 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-25 [patent_title] => IDENTIFY RECIPIENT(S) BASED ON CONTEXT AND PROMPT/SUGGEST SENDER TO ADD IDENTIFIED RECIPIENT(S) BEFORE SENDING MESSAGE [patent_app_type] => utility [patent_app_number] => 17/530959 [patent_app_country] => US [patent_app_date] => 2021-11-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 14964 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 89 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17530959 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18378535 [patent_doc_number] => 20230153623 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-18 [patent_title] => ADAPTIVELY PRUNING NEURAL NETWORK SYSTEMS [patent_app_type] => utility [patent_app_number] => 17/529815 [patent_app_country] => US [patent_app_date] => 2021-11-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5580 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 39 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17529815 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18378535 [patent_doc_number] => 20230153623 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-18 [patent_title] => ADAPTIVELY PRUNING NEURAL NETWORK SYSTEMS [patent_app_type] => utility [patent_app_number] => 17/529815 [patent_app_country] => US [patent_app_date] => 2021-11-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5580 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 39 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17529815 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 20434540 [patent_doc_number] => 12505378 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-12-23 [patent_title] => Incremental training for reducing performance degradation in machine learning models [patent_app_type] => utility [patent_app_number] => 17/452441 [patent_app_country] => US [patent_app_date] => 2021-10-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 3873 [patent_no_of_claims] => 17 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 198 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17452441 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18335173 [patent_doc_number] => 20230127121 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-04-27 [patent_title] => System and Method for Knowledge-Based Entity Prediction [patent_app_type] => utility [patent_app_number] => 17/508227 [patent_app_country] => US [patent_app_date] => 2021-10-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8871 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [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] => 17508227 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 17779128 [patent_doc_number] => 20220245478 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-08-04 [patent_title] => SYSTEM AND METHOD FOR DATA ANALYTICS USING SMOOTH SURROGATE MODELS [patent_app_type] => utility [patent_app_number] => 17/164081 [patent_app_country] => US [patent_app_date] => 2021-02-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 2425 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -9 [patent_words_short_claim] => 168 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17164081 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 16285046 [patent_doc_number] => 20200278648 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-09-03 [patent_title] => AUTOMATED CONTROL FOR CERTAIN FUNCTIONS OF REFRIGERATORS AND OTHER DOMESTIC FACILITIES [patent_app_type] => utility [patent_app_number] => 16/876169 [patent_app_country] => US [patent_app_date] => 2020-05-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6041 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -10 [patent_words_short_claim] => 116 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16876169 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 17438177 [patent_doc_number] => 11263513 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2022-03-01 [patent_title] => Method and system for bit quantization of artificial neural network [patent_app_type] => utility [patent_app_number] => 17/254039 [patent_app_country] => US [patent_app_date] => 2020-02-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 17 [patent_figures_cnt] => 22 [patent_no_of_words] => 16948 [patent_no_of_claims] => 13 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 139 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17254039 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 15562521 [patent_doc_number] => 20200065672 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-02-27 [patent_title] => Systems and Methods for Providing Reinforcement Learning in a Deep Learning System [patent_app_type] => utility [patent_app_number] => 16/576697 [patent_app_country] => US [patent_app_date] => 2019-09-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7958 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 109 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16576697 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 15271019 [patent_doc_number] => 20190384244 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-12-19 [patent_title] => AUTOMATED CONTROL FOR CERTAIN FUNCTIONS OF REFRIGERATORS AND OTHER DOMESTIC FACILITIES [patent_app_type] => utility [patent_app_number] => 16/558112 [patent_app_country] => US [patent_app_date] => 2019-09-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5976 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -11 [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] => 16558112 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 15271017 [patent_doc_number] => 20190384243 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-12-19 [patent_title] => PERFORMANCE ASSESSMENT DEVICE FOR MONITORING AND COMPARING ATTRIBUTES OF A BUILDING MANAGEMENT SYSTEM OVER TIME [patent_app_type] => utility [patent_app_number] => 16/553830 [patent_app_country] => US [patent_app_date] => 2019-08-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 19106 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 197 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16553830 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 16197601 [patent_doc_number] => 10722740 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2020-07-28 [patent_title] => Emergency station and method of use [patent_app_type] => utility [patent_app_number] => 16/552957 [patent_app_country] => US [patent_app_date] => 2019-08-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 15 [patent_figures_cnt] => 15 [patent_no_of_words] => 15658 [patent_no_of_claims] => 15 [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] => 16552957 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 16183666 [patent_doc_number] => 10716963 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2020-07-21 [patent_title] => Emergency station and method of use [patent_app_type] => utility [patent_app_number] => 16/539959 [patent_app_country] => US [patent_app_date] => 2019-08-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 13 [patent_figures_cnt] => 13 [patent_no_of_words] => 12328 [patent_no_of_claims] => 10 [patent_no_of_ind_claims] => 1 [patent_words_short_claim] => 277 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16539959 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 16833009 [patent_doc_number] => 11009252 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2021-05-18 [patent_title] => HVAC control system with cost target optimization [patent_app_type] => utility [patent_app_number] => 16/403924 [patent_app_country] => US [patent_app_date] => 2019-05-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 12 [patent_figures_cnt] => 13 [patent_no_of_words] => 13284 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 172 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16403924 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 14934393 [patent_doc_number] => 20190302834 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-10-03 [patent_title] => AIRFLOW DEVICE FOR A VIRTUAL REALITY HEADSET [patent_app_type] => utility [patent_app_number] => 16/369272 [patent_app_country] => US [patent_app_date] => 2019-03-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3527 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 156 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16369272 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 16737309 [patent_doc_number] => 10962957 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2021-03-30 [patent_title] => Collision position estimation device and machine learning device [patent_app_type] => utility [patent_app_number] => 16/286593 [patent_app_country] => US [patent_app_date] => 2019-02-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 9 [patent_no_of_words] => 7856 [patent_no_of_claims] => 13 [patent_no_of_ind_claims] => 4 [patent_words_short_claim] => 162 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16286593 [rel_patent_id] =>[rel_patent_doc_number] =>)