{"id":21719,"date":"2026-09-21T15:41:34","date_gmt":"2026-09-21T12:41:34","guid":{"rendered":"https:\/\/uomisan.edu.iq\/eng\/ar\/?p=21719"},"modified":"2026-09-21T15:41:36","modified_gmt":"2026-09-21T12:41:36","slug":"%d8%aa%d8%af%d8%b1%d9%8a%d8%b3%d9%8a-%d9%81%d9%8a-%d9%83%d9%84%d9%8a%d8%a9-%d8%a7%d9%84%d9%87%d9%86%d8%af%d8%b3%d8%a9-%d9%8a%d9%86%d8%b4%d8%b1-%d8%a8%d8%ad%d8%ab%d9%8b%d8%a7-%d8%b9%d9%84%d9%85%d9%8a-3","status":"publish","type":"post","link":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719","title":{"rendered":"\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u064a\u0646\u0634\u0631 \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 Scopus \u0648Clarivate"},"content":{"rendered":"\n

\u0646\u0634\u0631 <\/strong>\u0627\u0644\u0645\u062f\u0631\u0633 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0639\u0644\u064a \u0639\u0628\u062f \u0627\u0644\u0632\u0647\u0631\u0629 \u0639\u0644\u064a<\/strong>\u060c \u0627\u0644\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0642\u0633\u0645 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0643\u064a\u0645\u064a\u0627\u0648\u064a\u0629 \u2013 \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u2013 \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646\u060c \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 <\/strong>\u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646\u060c \u0628\u062d\u062b\u064b\u0627 <\/strong>\u0639\u0644\u0645\u064a\u064b\u0627 \u062a\u062e\u0635\u0635\u064a\u064b\u0627 \u0641\u064a <\/strong>\u0645\u062c\u0644\u0629 BioEnergy Research \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629\u060c \u0627\u0644\u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 \u0645\u0633\u062a\u0648\u0639\u0628\u0627\u062a Scopus \u0648Clarivate\u060c \u0648\u0627\u0644\u0645\u0635\u0646\u0641\u0629 <\/strong>\u0636\u0645\u0646 \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u0623\u0648\u0644 (Q1)\u060c \u0628\u0645\u0639\u0627\u0645\u0644 <\/strong>\u062a\u0623\u062b\u064a\u0631 3.3 \u0648\u062f\u0631\u062c\u0629 <\/strong>\u0627\u0642\u062a\u0628\u0627\u0633 CiteScore \u062a\u0628\u0644\u063a 8.6.
\u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u0628\u062d\u062b:
<\/strong>A Physics-Informed Neural Network Framework for Modeling and Optimization of Biomass\u2013Plastic Co-Pyrolysis Systems
\u0648\u064a\u062a\u0646\u0627\u0648\u0644 <\/strong>\u0627\u0644\u0628\u062d\u062b \u062a\u0637\u0648\u064a\u0631 \u0625\u0637\u0627\u0631 \u0645\u062a\u0642\u062f\u0645 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u064a\u0631\u0629 \u0628\u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0621 (Physics-Informed Neural Networks \u2013 PINNs) \u0644\u0646\u0645\u0630\u062c\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u062d\u0644\u0644 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0627\u0644\u0645\u0634\u062a\u0631\u0643 \u0644\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629 \u0648\u0627\u0644\u0645\u062e\u0644\u0641\u0627\u062a \u0627\u0644\u0628\u0644\u0627\u0633\u062a\u064a\u0643\u064a\u0629\u060c \u0628\u0648\u0635\u0641\u0647\u0627 \u0625\u062d\u062f\u0649 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0648\u0627\u0639\u062f\u0629 \u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u062e\u0644\u0641\u0627\u062a \u0625\u0644\u0649 \u0648\u0642\u0648\u062f \u0648\u0645\u0646\u062a\u062c\u0627\u062a \u0630\u0627\u062a \u0642\u064a\u0645\u0629 \u0645\u0636\u0627\u0641\u0629.
\u0648\u0627\u0639\u062a\u0645\u062f <\/strong>\u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0639\u0644\u0649 106 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a\u0629\u060c \u0645\u0639 \u062f\u0645\u062c \u062d\u0631\u0643\u064a\u0629 \u0623\u0631\u0647\u064a\u0646\u064a\u0648\u0633 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u062a\u0631\u0643\u064a\u0628 \u0627\u0644\u0645\u0648\u0627\u062f \u0648\u0642\u0648\u0627\u0646\u064a\u0646 \u062d\u0641\u0638 \u0627\u0644\u0643\u062a\u0644\u0629 \u0648\u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u0648\u0644\u0627 \u0633\u064a\u0645\u0627 \u0627\u0644\u0643\u0631\u0628\u0648\u0646 \u0648\u0627\u0644\u0647\u064a\u062f\u0631\u0648\u062c\u064a\u0646 \u0648\u0627\u0644\u0623\u0648\u0643\u0633\u062c\u064a\u0646\u060c \u0636\u0645\u0646 \u0625\u0637\u0627\u0631 \u0646\u0645\u0630\u062c\u0629 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0623\u0647\u062f\u0627\u0641.
\u0648\u0623\u0638\u0647\u0631\u062a <\/strong>\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u062f\u0642\u0629 \u062a\u0646\u0628\u0624\u064a\u0629 \u0645\u0631\u062a\u0641\u0639\u0629 \u0644\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0625\u0630 \u0628\u0644\u063a \u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u062a\u062d\u062f\u064a\u062f R\u00b2 \u0646\u062d\u0648 0.988\u060c \u0641\u064a\u0645\u0627 \u0628\u0644\u063a RMSE \u0646\u062d\u0648 1.838 wt% \u0648MAPE \u0646\u062d\u0648 2.4%\u060c \u0645\u0639 \u0627\u0646\u062e\u0641\u0627\u0636 \u0641\u064a \u0642\u064a\u0645\u0629 RMSE \u0628\u0646\u0633\u0628\u0629 66% \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0646\u0645\u0648\u0630\u062c XGBoost. \u0643\u0645\u0627 \u062d\u0642\u0642 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0632\u0627\u0645\u064b\u0627 \u0643\u0627\u0645\u0644\u064b\u0627 \u0628\u0627\u062a\u0632\u0627\u0646 \u0627\u0644\u0643\u062a\u0644\u0629\u060c \u0648\u0623\u0638\u0647\u0631 \u0627\u0633\u062a\u0642\u0631\u0627\u0631\u064b\u0627 \u0641\u064a \u0627\u0644\u062a\u0646\u0628\u0624 \u0639\u0646\u062f \u062f\u0631\u062c\u0627\u062a \u062d\u0631\u0627\u0631\u0629 \u0648\u0635\u0644\u062a \u0625\u0644\u0649 1000\u00b0C.
\u0648\u0628\u064a\u0651\u0646 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u062e\u0627\u0631\u062c\u064a \u0644\u0644\u0646\u0645\u0648\u0630\u062c \u0642\u062f\u0631\u062a\u0647 \u0627\u0644\u0639\u0627\u0644\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0645\u064a\u0645\u060c \u0645\u062d\u0642\u0642\u064b\u0627 R\u00b2 = 0.991 \u0648RMSE = 1.74 wt%\u060c \u0645\u0639 \u062e\u0637\u0623 \u0641\u064a \u0625\u063a\u0644\u0627\u0642 \u0627\u0644\u0643\u062a\u0644\u0629 \u0623\u0642\u0644 \u0645\u0646 0.5 wt%.
\u0643\u0645\u0627 \u0643\u0634\u0641\u062a <\/strong>\u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0639\u0646 \u0639\u062a\u0628\u0629 \u062a\u0631\u0643\u064a\u0628\u064a\u0629 \u0639\u0646\u062f 30 wt% \u0645\u0646 \u0627\u0644\u0628\u0644\u0627\u0633\u062a\u064a\u0643 \u0627\u0631\u062a\u0628\u0637\u062a \u0628\u0628\u062f\u0621 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0646\u062a\u0642\u0627\u0644 \u0627\u0644\u0647\u064a\u062f\u0631\u0648\u062c\u064a\u0646 \u0648\u0627\u0646\u062e\u0641\u0627\u0636 \u0637\u0627\u0642\u0629 \u0627\u0644\u062a\u0646\u0634\u064a\u0637 \u0645\u0646 180 \u0625\u0644\u0649 85 kJ\/mol\u060c \u0641\u0636\u0644\u064b\u0627 \u0639\u0646 \u0632\u064a\u0627\u062f\u0629 \u0645\u0631\u062f\u0648\u062f \u0627\u0644\u0632\u064a\u062a \u0627\u0644\u062d\u064a\u0648\u064a \u0628\u0645\u0627 \u064a\u0635\u0644 \u0625\u0644\u0649 11.9 wt%. \u0648\u062d\u062f\u062f\u062a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0638\u0631\u0648\u0641 \u062a\u0634\u063a\u064a\u0644 \u0645\u062b\u0644\u0649 \u0642\u0631\u0628 513\u00b0C \u0648\u0628\u0646\u0633\u0628\u0629 \u0628\u0644\u0627\u0633\u062a\u064a\u0643 \u062a\u062a\u062c\u0627\u0648\u0632 90 wt%\u060c \u0645\u0639 \u0645\u0631\u062f\u0648\u062f \u0645\u062a\u0648\u0642\u0639 \u064a\u0632\u064a\u062f \u0639\u0644\u0649 92 wt%.
\u0648\u062a\u0628\u0631\u0632 \u0646\u062a\u0627\u0626\u062c <\/strong>\u0627\u0644\u0628\u062d\u062b \u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0628\u064a\u0646 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0626\u064a\u0629 \u0648\u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629 \u0641\u064a \u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u062f\u0642\u064a\u0642\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0641\u0633\u064a\u0631\u060c \u0628\u0645\u0627 \u064a\u0633\u0647\u0645 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u062e\u0644\u0641\u0627\u062a \u0648\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646\u0647\u0627 \u0641\u064a \u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0637\u0627\u0642\u0629 \u0648\u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u0636\u0627\u0641\u0629\u060c \u0648\u062f\u0639\u0645 \u0627\u0644\u062a\u0648\u062c\u0647 \u0646\u062d\u0648 \u062d\u0644\u0648\u0644 \u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u062f\u0627\u0645\u0629 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0637\u0627\u0642\u0629 \u0648\u0627\u0644\u0628\u064a\u0626\u0629.
\u0631\u0627\u0628\u0637 \u0627\u0644\u0628\u062d\u062b:
<\/strong>https:\/\/link.springer.com\/article\/10.1007\/s12155-026-11054-8<\/a>
\u25cb\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cf\u25cb
\u0634\u0639\u0628\u0629 \u0627\u0644\u0625\u0639\u0644\u0627\u0645 \u0648\u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u062d\u0643\u0648\u0645\u064a
\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u2013 \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646<\/strong><\/p>\n\n\n\n

\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n<\/figure>\n","protected":false},"excerpt":{"rendered":"

\u0646\u0634\u0631 \u0627\u0644\u0645\u062f\u0631\u0633 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0639\u0644\u064a \u0639\u0628\u062f \u0627\u0644\u0632\u0647\u0631\u0629 \u0639\u0644\u064a\u060c \u0627\u0644\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0642\u0633\u0645 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0643\u064a\u0645\u064a\u0627\u0648\u064a\u0629 \u2013 \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u2013 \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646\u060c \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646\u060c \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u062a\u062e\u0635\u0635\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 BioEnergy Research \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629\u060c \u0627\u0644\u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 \u0645\u0633\u062a\u0648\u0639\u0628\u0627\u062a Scopus \u0648Clarivate\u060c \u0648\u0627\u0644\u0645\u0635\u0646\u0641\u0629 \u0636\u0645\u0646 \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u0623\u0648\u0644 (Q1)\u060c \u0628\u0645\u0639\u0627\u0645\u0644 \u062a\u0623\u062b\u064a\u0631 3.3 \u0648\u062f\u0631\u062c\u0629 \u0627\u0642\u062a\u0628\u0627\u0633 CiteScore \u062a\u0628\u0644\u063a 8.6.\u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u0628\u062d\u062b:A Physics-Informed Neural Network Framework for …<\/p>\n","protected":false},"author":12,"featured_media":21722,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","_uag_custom_page_level_css":"","_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"categories":[204],"tags":[],"class_list":["post-21719","post","type-post","status-publish","format-standard","has-post-thumbnail","","category--ar"],"yoast_head":"\n\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u064a\u0646\u0634\u0631 \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 Scopus \u0648Clarivate - \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 - \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u064a\u0646\u0634\u0631 \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 Scopus \u0648Clarivate - \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 - \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646\" \/>\n<meta property=\"og:description\" content=\"\u0646\u0634\u0631 \u0627\u0644\u0645\u062f\u0631\u0633 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0639\u0644\u064a \u0639\u0628\u062f \u0627\u0644\u0632\u0647\u0631\u0629 \u0639\u0644\u064a\u060c \u0627\u0644\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0642\u0633\u0645 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0643\u064a\u0645\u064a\u0627\u0648\u064a\u0629 \u2013 \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u2013 \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646\u060c \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646\u060c \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u062a\u062e\u0635\u0635\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 BioEnergy Research \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629\u060c \u0627\u0644\u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 \u0645\u0633\u062a\u0648\u0639\u0628\u0627\u062a Scopus \u0648Clarivate\u060c \u0648\u0627\u0644\u0645\u0635\u0646\u0641\u0629 \u0636\u0645\u0646 \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u0623\u0648\u0644 (Q1)\u060c \u0628\u0645\u0639\u0627\u0645\u0644 \u062a\u0623\u062b\u064a\u0631 3.3 \u0648\u062f\u0631\u062c\u0629 \u0627\u0642\u062a\u0628\u0627\u0633 CiteScore \u062a\u0628\u0644\u063a 8.6.\u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u0628\u062d\u062b:A Physics-Informed Neural Network Framework for …\" \/>\n<meta property=\"og:url\" content=\"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719\" \/>\n<meta property=\"og:site_name\" content=\"\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 - \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-21T12:41:34+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-21T12:41:36+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1536\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"saba\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629\" \/>\n\t<meta name=\"twitter:data1\" content=\"saba\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 \u062f\u0642\u0627\u0626\u0642\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719#article\",\"isPartOf\":{\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719\"},\"author\":{\"name\":\"saba\",\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/#\/schema\/person\/e5ea45bbefce837b20f48a86b40b19c6\"},\"headline\":\"\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u064a\u0646\u0634\u0631 \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 Scopus \u0648Clarivate\",\"datePublished\":\"2026-09-21T12:41:34+00:00\",\"dateModified\":\"2026-09-21T12:41:36+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719\"},\"wordCount\":53,\"publisher\":{\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/#organization\"},\"image\":{\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719#primaryimage\"},\"thumbnailUrl\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1.jpg\",\"articleSection\":[\"\u0628\u062d\u0648\u062b\"],\"inLanguage\":\"ar\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719\",\"url\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719\",\"name\":\"\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u064a\u0646\u0634\u0631 \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 Scopus \u0648Clarivate - \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 - \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646\",\"isPartOf\":{\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719#primaryimage\"},\"image\":{\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719#primaryimage\"},\"thumbnailUrl\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1.jpg\",\"datePublished\":\"2026-09-21T12:41:34+00:00\",\"dateModified\":\"2026-09-21T12:41:36+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719#breadcrumb\"},\"inLanguage\":\"ar\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719#primaryimage\",\"url\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1.jpg\",\"contentUrl\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1.jpg\",\"width\":1536,\"height\":1024},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\",\"item\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u064a\u0646\u0634\u0631 \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 Scopus \u0648Clarivate\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/#website\",\"url\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/\",\"name\":\"\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ar\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/#organization\",\"name\":\"\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629\",\"url\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2024\/07\/\u0644\u0648\u0643\u0648-\u0627\u0644\u0647\u0646\u062f\u0633\u0629.jpg\",\"contentUrl\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2024\/07\/\u0644\u0648\u0643\u0648-\u0627\u0644\u0647\u0646\u062f\u0633\u0629.jpg\",\"width\":900,\"height\":900,\"caption\":\"\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629\"},\"image\":{\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/#\/schema\/person\/e5ea45bbefce837b20f48a86b40b19c6\",\"name\":\"saba\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/2e66e03d7ccc5549058677ae03b358085c30a7fc61e110ef3dc36b426ca11bb0?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/2e66e03d7ccc5549058677ae03b358085c30a7fc61e110ef3dc36b426ca11bb0?s=96&d=mm&r=g\",\"caption\":\"saba\"},\"url\":\"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/author\/zohor\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u064a\u0646\u0634\u0631 \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 Scopus \u0648Clarivate - \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 - \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719","og_locale":"ar_AR","og_type":"article","og_title":"\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u064a\u0646\u0634\u0631 \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 Scopus \u0648Clarivate - \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 - \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646","og_description":"\u0646\u0634\u0631 \u0627\u0644\u0645\u062f\u0631\u0633 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0639\u0644\u064a \u0639\u0628\u062f \u0627\u0644\u0632\u0647\u0631\u0629 \u0639\u0644\u064a\u060c \u0627\u0644\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0642\u0633\u0645 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0643\u064a\u0645\u064a\u0627\u0648\u064a\u0629 \u2013 \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u2013 \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646\u060c \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646\u060c \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u062a\u062e\u0635\u0635\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 BioEnergy Research \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629\u060c \u0627\u0644\u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 \u0645\u0633\u062a\u0648\u0639\u0628\u0627\u062a Scopus \u0648Clarivate\u060c \u0648\u0627\u0644\u0645\u0635\u0646\u0641\u0629 \u0636\u0645\u0646 \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u0623\u0648\u0644 (Q1)\u060c \u0628\u0645\u0639\u0627\u0645\u0644 \u062a\u0623\u062b\u064a\u0631 3.3 \u0648\u062f\u0631\u062c\u0629 \u0627\u0642\u062a\u0628\u0627\u0633 CiteScore \u062a\u0628\u0644\u063a 8.6.\u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u0628\u062d\u062b:A Physics-Informed Neural Network Framework for …","og_url":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719","og_site_name":"\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 - \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646","article_published_time":"2026-09-21T12:41:34+00:00","article_modified_time":"2026-09-21T12:41:36+00:00","og_image":[{"width":1536,"height":1024,"url":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1.jpg","type":"image\/jpeg"}],"author":"saba","twitter_card":"summary_large_image","twitter_misc":{"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629":"saba","\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631":"4 \u062f\u0642\u0627\u0626\u0642"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719#article","isPartOf":{"@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719"},"author":{"name":"saba","@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/#\/schema\/person\/e5ea45bbefce837b20f48a86b40b19c6"},"headline":"\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u064a\u0646\u0634\u0631 \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 Scopus \u0648Clarivate","datePublished":"2026-09-21T12:41:34+00:00","dateModified":"2026-09-21T12:41:36+00:00","mainEntityOfPage":{"@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719"},"wordCount":53,"publisher":{"@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/#organization"},"image":{"@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719#primaryimage"},"thumbnailUrl":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1.jpg","articleSection":["\u0628\u062d\u0648\u062b"],"inLanguage":"ar"},{"@type":"WebPage","@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719","url":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719","name":"\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u064a\u0646\u0634\u0631 \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 Scopus \u0648Clarivate - \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 - \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646","isPartOf":{"@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/#website"},"primaryImageOfPage":{"@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719#primaryimage"},"image":{"@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719#primaryimage"},"thumbnailUrl":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1.jpg","datePublished":"2026-09-21T12:41:34+00:00","dateModified":"2026-09-21T12:41:36+00:00","breadcrumb":{"@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719#breadcrumb"},"inLanguage":"ar","potentialAction":[{"@type":"ReadAction","target":["https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719"]}]},{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719#primaryimage","url":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1.jpg","contentUrl":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1.jpg","width":1536,"height":1024},{"@type":"BreadcrumbList","@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/21719#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629","item":"https:\/\/uomisan.edu.iq\/eng\/ar\/"},{"@type":"ListItem","position":2,"name":"\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u064a\u0646\u0634\u0631 \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 Scopus \u0648Clarivate"}]},{"@type":"WebSite","@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/#website","url":"https:\/\/uomisan.edu.iq\/eng\/ar\/","name":"\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629","description":"","publisher":{"@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/uomisan.edu.iq\/eng\/ar\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ar"},{"@type":"Organization","@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/#organization","name":"\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629","url":"https:\/\/uomisan.edu.iq\/eng\/ar\/","logo":{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/#\/schema\/logo\/image\/","url":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2024\/07\/\u0644\u0648\u0643\u0648-\u0627\u0644\u0647\u0646\u062f\u0633\u0629.jpg","contentUrl":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2024\/07\/\u0644\u0648\u0643\u0648-\u0627\u0644\u0647\u0646\u062f\u0633\u0629.jpg","width":900,"height":900,"caption":"\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629"},"image":{"@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/#\/schema\/person\/e5ea45bbefce837b20f48a86b40b19c6","name":"saba","image":{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/uomisan.edu.iq\/eng\/ar\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/2e66e03d7ccc5549058677ae03b358085c30a7fc61e110ef3dc36b426ca11bb0?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/2e66e03d7ccc5549058677ae03b358085c30a7fc61e110ef3dc36b426ca11bb0?s=96&d=mm&r=g","caption":"saba"},"url":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/author\/zohor"}]}},"uagb_featured_image_src":{"full":["https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1.jpg",1536,1024,false],"thumbnail":["https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1-150x150.jpg",150,150,true],"medium":["https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1-300x200.jpg",300,200,true],"medium_large":["https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1-768x512.jpg",618,412,true],"large":["https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1-1024x683.jpg",618,412,true],"event-post-thumb":["https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1-630x300.jpg",630,300,true],"event-post-thumb-box":["https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1-300x240.jpg",300,240,true],"1536x1536":["https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1.jpg",1536,1024,false],"2048x2048":["https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1.jpg",1536,1024,false],"tie-small":["https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1-110x75.jpg",110,75,true],"tie-medium":["https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1-310x165.jpg",310,165,true],"tie-large":["https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1-310x205.jpg",310,205,true],"slider":["https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1-660x330.jpg",660,330,true],"big-slider":["https:\/\/uomisan.edu.iq\/eng\/ar\/wp-content\/uploads\/2026\/09\/815367278_4303365373307622_6078438486934915811_n-1-1050x525.jpg",1050,525,true]},"uagb_author_info":{"display_name":"saba","author_link":"https:\/\/uomisan.edu.iq\/eng\/ar\/blog\/archives\/author\/zohor"},"uagb_comment_info":0,"uagb_excerpt":"\u0646\u0634\u0631 \u0627\u0644\u0645\u062f\u0631\u0633 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0639\u0644\u064a \u0639\u0628\u062f \u0627\u0644\u0632\u0647\u0631\u0629 \u0639\u0644\u064a\u060c \u0627\u0644\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0642\u0633\u0645 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0643\u064a\u0645\u064a\u0627\u0648\u064a\u0629 \u2013 \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u2013 \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646\u060c \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646\u060c \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u062a\u062e\u0635\u0635\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 BioEnergy Research \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629\u060c \u0627\u0644\u0645\u0641\u0647\u0631\u0633\u0629 \u0636\u0645\u0646 \u0645\u0633\u062a\u0648\u0639\u0628\u0627\u062a Scopus \u0648Clarivate\u060c \u0648\u0627\u0644\u0645\u0635\u0646\u0641\u0629 \u0636\u0645\u0646 \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u0623\u0648\u0644 (Q1)\u060c \u0628\u0645\u0639\u0627\u0645\u0644 \u062a\u0623\u062b\u064a\u0631 3.3 \u0648\u062f\u0631\u062c\u0629 \u0627\u0642\u062a\u0628\u0627\u0633 CiteScore \u062a\u0628\u0644\u063a 8.6.\u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u0628\u062d\u062b:A Physics-Informed Neural Network Framework for…","_links":{"self":[{"href":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-json\/wp\/v2\/posts\/21719","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-json\/wp\/v2\/comments?post=21719"}],"version-history":[{"count":1,"href":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-json\/wp\/v2\/posts\/21719\/revisions"}],"predecessor-version":[{"id":21723,"href":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-json\/wp\/v2\/posts\/21719\/revisions\/21723"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-json\/wp\/v2\/media\/21722"}],"wp:attachment":[{"href":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-json\/wp\/v2\/media?parent=21719"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-json\/wp\/v2\/categories?post=21719"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uomisan.edu.iq\/eng\/ar\/wp-json\/wp\/v2\/tags?post=21719"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}