{"id":1287,"date":"2021-01-04T10:29:33","date_gmt":"2021-01-04T06:59:33","guid":{"rendered":"http:\/\/dri.civil.sharif.ir\/?p=1287"},"modified":"2021-01-04T10:29:34","modified_gmt":"2021-01-04T06:59:34","slug":"%d9%88%d8%a8%db%8c%d9%86%d8%a7%d8%b1-%d8%b9%d9%84%d9%85%db%8c-%d8%af%d8%b1-%d8%b2%d9%85%db%8c%d9%86%d9%87-%d8%b1%d9%88%d8%b3%d8%a7%d8%b2%db%8c-%d9%88-%d9%85%d9%88%d8%a7%d8%af-%d8%a2%d8%b3%d9%81-2","status":"publish","type":"post","link":"http:\/\/dri.civil.sharif.ir\/?p=1287","title":{"rendered":"\u0648\u0628\u06cc\u0646\u0627\u0631 \u0639\u0644\u0645\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0631\u0648\u0633\u0627\u0632\u06cc \u0648 \u0645\u0648\u0627\u062f \u0622\u0633\u0641\u0627\u0644\u062a\u06cc"},"content":{"rendered":"\n<p class=\"has-text-align-center has-large-font-size\"><strong>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u0631\u0627\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631 \u0645\u0647\u0646\u062f\u0633\u06cc \u0631\u0627\u0647<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center has-bright-blue-color has-text-color\"><strong>Application of Machine Learning in Pavement Engineering<\/strong><\/p>\n\n\n\n<p class=\"has-bright-red-color has-text-color\"><strong>\u0645\u0647\u0646\u062f\u0633\u00a0\u062d\u0627\u0645\u062f \u0645\u062c\u06cc\u062f\u06cc \u0641\u0631\u062f\u060c\u00a0\u062f\u0627\u0646\u0634\u062c\u0648\u06cc \u062f\u06a9\u062a\u0631\u0627\u06cc \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0645\u06cc\u0632\u0648\u0631\u06cc\u060c \u06a9\u0644\u0645\u0628\u06cc\u0627\u060c \u0622\u0645\u0631\u06cc\u06a9\u0627<\/strong><\/p>\n\n\n\n<p class=\"has-dark-red-color has-text-color\"><strong>\u0686\u0647\u0627\u0631\u0634\u0646\u0628\u0647 17 \u062f\u06cc 1399\u060c \u0633\u0627\u0639\u062a 15<\/strong><strong>:<\/strong><strong>00 \u062a\u0627 16:30<\/strong><\/p>\n\n\n\n<p><strong>\u0644\u06cc\u0646\u06a9 \u0648\u0631\u0648\u062f:<\/strong><strong><\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/vc.sharif.edu\/ch\/civil-seminar\">https:\/\/vc.sharif.edu\/ch\/civil-seminar<\/a><\/p>\n\n\n\n<p><strong>\u0646\u062d\u0648\u0647 \u0648\u0631\u0648\u062f:<\/strong>\u00a0\u0622\u0632\u0627\u062f\u060c \u0628\u0627 \u062f\u0631\u062c\u00a0<strong>\u0646\u0627\u0645 \u062e\u0648\u062f<\/strong>\u060c\u00a0\u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u067e\u0633\u0648\u0631\u062f\u060c \u0628\u0627 \u06af\u0632\u06cc\u0646\u0647 &#8220;<strong>\u0645\u06cc\u0647\u0645\u0627\u0646<\/strong>&#8221; \u0648\u0627\u0631\u062f \u0634\u0648\u06cc\u062f.<\/p>\n\n\n\n<p><strong>\u0686\u06a9\u06cc\u062f\u0647<\/strong><\/p>\n\n\n\n<p>\u0627\u062e\u06cc\u0631\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u0631\u0627\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0645\u0647\u0646\u062f\u0633\u06cc \u0631\u0627\u0647 \u062a\u0648\u062c\u0647 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0645\u062d\u0642\u0642\u06cc\u0646 \u0631\u0627\u0647 \u0633\u0627\u0632\u06cc \u0631\u0627 \u062c\u0630\u0628 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634\u060c \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u062a\u062e\u0645\u06cc\u0646\u06cc \u0628\u0631\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062e\u0644\u0648\u0637 \u0622\u0633\u0641\u0627\u0644\u062a\u06cc \u062f\u0631 \u062f\u0645\u0627\u06cc \u067e\u0627\u06cc\u06cc\u0646 \u0648 \u0628\u0627\u0644\u0627 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0628\u0631 \u067e\u0627\u06cc\u0647 \u062f\u0648 \u0645\u062f\u0644 \u0645\u062c\u0632\u0627 \u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0648\u0646 \u0634\u06a9\u0633\u062a \u0627\u0646\u0631\u0698\u06cc\u00a0DC(T)\u00a0\u0648 \u0622\u0632\u0645\u0648\u0646 \u0686\u0631\u062e \u0647\u0627\u0645\u0628\u0648\u0631\u06af\u00a0(Hamburg Wheel Load Track)\u00a0\u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0648\u0646 \u0634\u06a9\u0633\u062a \u0627\u0646\u0631\u0698\u06cc\u060c \u0627\u0632 \u0698\u0646\u062a\u06cc\u06a9 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0645\u062f\u0644 \u062a\u062e\u0645\u06cc\u0646\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f \u0648 \u0628\u0631\u0627\u06cc \u0645\u062f\u0644 \u0634\u06cc\u0627\u0631\u0634\u062f\u06af\u06cc \u0647\u0627\u0645\u0628\u0648\u0631\u06af \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647\u00ad\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0627 \u0628\u0631\u0627\u0633\u0627\u0633 \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647\u00ad\u0627\u06cc \u0645\u062a\u0634\u06a9\u0644 \u0627\u0632 \u0646\u062a\u0627\u06cc\u062c \u0627\u06cc\u0646 \u062f\u0648 \u0622\u0632\u0645\u0648\u0646 \u0628\u062f\u0633\u062a \u0622\u0645\u062f\u0647 \u0627\u0646\u062f. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634 \u0637\u0631\u0627\u062d\u06cc \u0645\u062e\u0644\u0648\u0637 \u0622\u0633\u0641\u0627\u0644\u062a\u06cc \u0628\u0647 \u0645\u0646\u0638\u0648\u0631 \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0634\u06cc\u0627\u0631\u0634\u062f\u06af\u06cc \u0648 \u062a\u0631\u06a9 \u062e\u0648\u0631\u062f\u06af\u06cc \u0631\u0627 \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0627 \u0628\u0631\u0627\u0633\u0627\u0633 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0632 \u0642\u0628\u06cc\u0644 \u062f\u0645\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0642\u06cc\u0631\u060c \u0646\u0648\u0639 \u0645\u062e\u0644\u0648\u0637 \u0622\u0633\u0641\u0627\u0644\u062a\u06cc\u060c \u0627\u0646\u062f\u0627\u0632\u0647 \u0633\u0646\u06af\u062f\u0627\u0646\u0647\u060c \u062f\u0631\u0635\u062f \u06a9\u0644 \u0642\u06cc\u0631\u060c \u062f\u0631\u0635\u062f \u0642\u06cc\u0631 \u0628\u0627\u0632\u06cc\u0627\u0641\u062a\u06cc\u060c \u062f\u0645\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0622\u0632\u0645\u0648\u0646 \u0648 \u062a\u0639\u062f\u0627\u062f \u0633\u06cc\u06a9\u0644 \u0628\u0646\u0627 \u0634\u062f\u0647\u00ad\u0627\u0646\u062f. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646\u00ad\u06af\u0648\u0646\u0647 \u0645\u062f\u0644\u00ad\u0647\u0627\u06cc \u062a\u062e\u0645\u06cc\u0646\u06cc\u060c \u062a\u0639\u062f\u0627\u062f \u0622\u0632\u0645\u0627\u06cc\u0634\u00ad\u0647\u0627 \u0631\u0627 \u0645\u062d\u062f\u0648\u062f \u0633\u0627\u062e\u062a\u0647 \u0648 \u0632\u0645\u0627\u0646 \u0648 \u0647\u0632\u06cc\u0646\u0647 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0631\u0627 \u062f\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f \u0637\u0631\u0627\u062d\u06cc \u0635\u0631\u0641\u0647\u00ad\u062c\u0648\u06cc\u06cc \u0645\u06cc\u00ad\u06a9\u0646\u062f.<\/p>\n\n\n\n<p>\u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0627\u0632 \u0641\u0631\u0627\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0648\u0634\u0645\u0646\u062f \u0627\u062a\u0648\u0645\u0627\u062a\u06cc\u06a9 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062e\u0631\u0627\u0628\u06cc \u062c\u0627\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f. \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0639\u0645\u0648\u0644\u060c \u0628\u0627\u0632\u0631\u0633\u06cc \u062e\u0631\u0627\u0628\u06cc\u00ad\u0647\u0627\u06cc \u062c\u0627\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0627\u0634\u06cc\u0646\u00ad\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06cc\u0627 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0686\u0634\u0645\u06cc \u062f\u0631 \u0645\u062d\u0644 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u00ad\u0634\u0648\u062f. \u06a9\u0647 \u0646\u0647 \u062a\u0646\u0647\u0627 \u0647\u0632\u06cc\u0646\u0647\u00ad\u0628\u0631\u060c \u0628\u0644\u06a9\u0647 \u062d\u0636\u0648\u0631 \u0627\u0631\u0632\u06cc\u0627\u0628 \u062f\u0631 \u0645\u062d\u0644 \u0648 \u06cc\u0627 \u0627\u062e\u062a\u0644\u0627\u0644 \u062a\u0631\u0627\u0641\u06cc\u06a9\u06cc \u0628\u0627\u0639\u062b \u06a9\u0627\u0647\u0634 \u0627\u06cc\u0645\u0646\u06cc \u0645\u06cc\u00ad\u0634\u0648\u062f. \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0627\u062a\u0648\u0645\u0627\u062a\u06cc\u06a9 \u062e\u0631\u0627\u0628\u06cc \u062c\u0627\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u00ad\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627\u0639\u062b \u0635\u0631\u0641\u0647 \u062c\u0648\u06cc\u06cc \u062f\u0631 \u0648\u0642\u062a \u0648 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0627\u06cc\u0645\u0646\u06cc \u0645\u06cc\u00ad\u0634\u0648\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634\u060c \u0627\u0632 \u06cc\u06a9 \u0645\u062f\u0644U-net&nbsp;\u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0634\u062f\u062a \u062e\u0631\u0627\u0628\u06cc\u00ad\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f.&nbsp;\u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u062f\u0648 \u0645\u062f\u0644&nbsp;Unet&nbsp;\u0648&nbsp;YOLO\u060c \u06cc\u06a9 \u0645\u062f\u0644 \u0647\u06cc\u0628\u0631\u062f\u06cc \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u06a9\u0647 \u0642\u0627\u0628\u0644\u06cc\u062a \u062a\u0634\u062e\u06cc\u0635 \u0647\u0645\u0632\u0645\u0627\u0646 \u0646\u0648\u0639 \u0648 \u0634\u062f\u062a \u062e\u0631\u0627\u0628\u06cc \u0631\u0627 \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0627\u0645\u06a9\u0627\u0646 \u0628\u0631\u0631\u0633\u06cc \u0648\u0636\u0639\u06cc\u062a \u062c\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u0637\u0648\u0644 \u0639\u0645\u0631 \u062c\u0627\u062f\u0647\u00ad\u0647\u0627 \u0631\u0627 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645 \u0633\u0627\u0632\u06cc \u0635\u062d\u06cc\u062d \u062f\u0631 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0645\u0641\u06cc\u062f \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.<\/p>\n\n\n\n<p class=\"has-text-align-left\"><strong>Biography<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-left\"><strong>Hamed Majidifard&nbsp;<\/strong>is a PhD candidate in Civil Engineering at the University of Missouri. He conferred his M.Sc. degree from Sharif University of Technology. His research primarily focuses on implementing machine learning techniques to predict the performance of asphalt mixtures and pavement conditions, advancement of mixture sustainability, and promoting durability of asphalt mixtures (crack resistance, balanced mix design). Additionally, he has carried out multiple research studies with the focus on devising a programming approach to predict the low and high-temperature performance of asphalt mixtures using machine learning techniques. This tool can be used for pre-design purposes to design an asphalt mixture with balanced performance in rutting and cracking. Finally, his primary research employs deep learning techniques to devise an automatic pavement monitoring system, which allows for effective assessment of the pavement condition using pictures and videos instead of manual field observation and evaluation. He has published 10+ journal and conference papers. He has also peer-reviewed 20+ articles for Road and Material Pavement Design, Construction Building Material, and Transportation Research Record journals.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u0631\u0627\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631 \u0645\u0647\u0646\u062f\u0633\u06cc \u0631\u0627\u0647 Application of Machine Learning in Pavement Engineering \u0645\u0647\u0646\u062f\u0633\u00a0\u062d\u0627\u0645\u062f \u0645\u062c\u06cc\u062f\u06cc \u0641\u0631\u062f\u060c\u00a0\u062f\u0627\u0646\u0634\u062c\u0648\u06cc \u062f\u06a9\u062a\u0631\u0627\u06cc \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0645\u06cc\u0632\u0648\u0631\u06cc\u060c \u06a9\u0644\u0645\u0628\u06cc\u0627\u060c \u0622\u0645\u0631\u06cc\u06a9\u0627 \u0686\u0647\u0627\u0631\u0634\u0646\u0628\u0647 17 \u062f\u06cc 1399\u060c \u0633\u0627\u0639\u062a 15:00 \u062a\u0627 16:30 \u0644\u06cc\u0646\u06a9 \u0648\u0631\u0648\u062f: https:\/\/vc.sharif.edu\/ch\/civil-seminar \u0646\u062d\u0648\u0647 \u0648\u0631\u0648\u062f:\u00a0\u0622\u0632\u0627\u062f\u060c \u0628\u0627 \u062f\u0631\u062c\u00a0\u0646\u0627\u0645 \u062e\u0648\u062f\u060c\u00a0\u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u067e\u0633\u0648\u0631\u062f\u060c \u0628\u0627 \u06af\u0632\u06cc\u0646\u0647 &#8220;\u0645\u06cc\u0647\u0645\u0627\u0646&#8221; \u0648\u0627\u0631\u062f \u0634\u0648\u06cc\u062f. \u0686\u06a9\u06cc\u062f\u0647 \u0627\u062e\u06cc\u0631\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u0631\u0627\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631 \u062d\u0648\u0632\u0647 &hellip; <a href=\"http:\/\/dri.civil.sharif.ir\/?p=1287\" class=\"more-link\">\u0627\u062f\u0627\u0645\u0647 \u062e\u0648\u0627\u0646\u062f\u0646<span class=\"screen-reader-text\"> &#8220;\u0648\u0628\u06cc\u0646\u0627\u0631 \u0639\u0644\u0645\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0631\u0648\u0633\u0627\u0632\u06cc \u0648 \u0645\u0648\u0627\u062f \u0622\u0633\u0641\u0627\u0644\u062a\u06cc&#8221;<\/span><\/a><\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[40,35],"tags":[],"_links":{"self":[{"href":"http:\/\/dri.civil.sharif.ir\/index.php?rest_route=\/wp\/v2\/posts\/1287"}],"collection":[{"href":"http:\/\/dri.civil.sharif.ir\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/dri.civil.sharif.ir\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/dri.civil.sharif.ir\/index.php?rest_route=\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"http:\/\/dri.civil.sharif.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1287"}],"version-history":[{"count":2,"href":"http:\/\/dri.civil.sharif.ir\/index.php?rest_route=\/wp\/v2\/posts\/1287\/revisions"}],"predecessor-version":[{"id":1300,"href":"http:\/\/dri.civil.sharif.ir\/index.php?rest_route=\/wp\/v2\/posts\/1287\/revisions\/1300"}],"wp:attachment":[{"href":"http:\/\/dri.civil.sharif.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1287"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/dri.civil.sharif.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1287"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/dri.civil.sharif.ir\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1287"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}