{"id":9153,"date":"2023-09-12T16:49:57","date_gmt":"2023-09-12T07:49:57","guid":{"rendered":"https:\/\/physics.gist.ac.kr\/?post_type=colloquium_seminar&#038;p=9153"},"modified":"2023-09-14T13:34:02","modified_gmt":"2023-09-14T04:34:02","slug":"colloquium-2023-9-13-wed-prof-seungwu-han-seoul-national-univ-atomistic-simulation-of-materials-and-processes-using-neural-network-potentials","status":"publish","type":"colloquium_seminar","link":"https:\/\/physics.gist.ac.kr\/en\/news-events\/colloquium_seminar\/colloquium-2023-9-13-wed-prof-seungwu-han-seoul-national-univ-atomistic-simulation-of-materials-and-processes-using-neural-network-potentials\/","title":{"rendered":"[Colloquium] 2023.9.13.(WED) \/ Prof. Seungwu Han (Seoul National Univ.) \/ Atomistic simulation of materials and processes using neural network potentials"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p class=\"has-pale-cyan-blue-background-color has-background has-medium-font-size\"><strong>[ Colloquium Notice ]<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Date: 2023.9.13.(WED), 16:30~<\/li>\n\n\n\n<li>Place: GIST Natural Science Bldg., Room#203<\/li>\n\n\n\n<li>Speaker: Prof. Seungwu Han (Seoul National Univ.)<\/li>\n\n\n\n<li>Title: Atomistic simulation of materials and processes using neural network potentials<\/li>\n\n\n\n<li>Host: Prof. Bongjin Simon Mun<\/li>\n\n\n\n<li>Language: English<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-pale-pink-background-color has-background has-medium-font-size\"><strong>[ \ud638\uc2a4\ud2b8 \uad50\uc218\uc758 \ud55c\ub9c8\ub514 \/ Host&#8217;s Recommandation]<\/strong><\/p>\n\n\n\n<p>\ud55c\uc2b9\uc6b0 \uad50\uc218\ub2d8\uc740 \uc11c\uc6b8\ub300\ud559\uad50 \uc7ac\ub8cc\uacf5\ud559\ubd80\uc5d0\uc11c \uc7ac\ub8cc\uc804\uc0b0\uc5f0\uad6c\ub97c \uc218\ud589\ud558\uace0 \uacc4\uc2ed\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uad50\uc218\ub2d8\uc758 \uc5f0\uad6c\ub294 \ucd5c\ucca8\ub2e8 DFT \uacc4\uc0b0\ubc29\ubc95\uc744 \ud1b5\ud574 \ubb3c\uc9c8\uc758 \ud2b9\uc131\uc744 \uc608\uce21\ud558\uace0 \uc2e0\ubb3c\uc9c8\uac1c\ubc1c\uc744 \uc120\ub3c4\ud558\ub294 \uc5f0\uad6c\ub77c\uace0 \ub9d0\uc500\ub4dc\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\ubc88 \uac15\uc5f0\uc5d0\uc11c\ub294 machine learning \uae30\ubc95\uc744 \uc751\uc6a9\ud55c \uc0c8\ub85c\uc6b4 \uacc4\uc0b0\ubc29\ubc95\uc5d0 \uad00\ud574 \ub9d0\uc500\uc8fc\uc2e4 \uc608\uc815\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>Prof. Han is conducting a computational materials sceince at the Department of Materials Science and Engineering at Seoul National University.<\/p>\n\n\n\n<p>The main research topic of Prof. Han is to predict the properties of materials and engineer new materials through cutting-edge DFT calculation methods.<\/p>\n\n\n\n<p>In this lecture, we will talk about a new calculation method using machine learning techniques.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>[Abstract]<\/strong><\/p>\n\n\n\n<div 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