URL :\u00a0https:\/\/deepmind.com\/blog\/alphafold\/<\/a>
\nPaper : R.Evans, et.al., ‘ De novo structure prediction with deep-learning based scoring’, A.W.Senior
\nIn Thirteenth Critical Assessment of Techniques for Protein Structure Prediction (Abstracts) 1-4 December 2018
\n(\uc544\uc9c1 Full paper \ub294 \uacf5\uac1c \uc548\ub41c \ub4ef \ud569\ub2c8\ub2e4.)<\/p>\n

AlphaGo ver. Lee \ub300\uc804 \uc774\ud6c4 DeepMind \ub294 ‘\uc774\uc81c\ub294 \ub354 \ubcf5\uc7a1\ud55c rule based real time game \ub958\uc778 ‘starcraft’\uc5d0 \ub3c4\uc804\ud558\uaca0\ub2e4’ \uace0 \uc120\uc5b8\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n

\uadf8 \uc911\uac04 \uacb0\uacfc\uac00 \uc774\ubc88 1\uc6d4\uc5d0 ‘\uc870\uae08 \ub354 \uc0ac\ub78c\uac19\uc740 \ucee8\ud2b8\ub864’\uc744 \ubcf4\uc5ec\uc8fc\uba70 \ud504\ub85c\uac8c\uc774\uba38\ub3c4 \ud2b9\uc815 \uc870\uac74\uc5d0\uc11c \uaca9\ud30c\ud558\ub294 \ubaa8\uc2b5\uc73c\ub85c \uacf5\uac1c\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc774\ubc88 \uacf5\uac1c \uc1fc\ub97c \ubcf4\uba74\uc11c, \ub9c8\ucc2c\uac00\uc9c0\ub85c DeepMind\uc5d0\uc11c \ubcf4\uace0 \uc788\ub294 \ub2e4\uc74c \ubb38\uc81c\uac00 \uacf5\uac1c\ub418\uc5c8\uaca0\ub2e4 \uc2f6\uc5b4 \ucc3e\uc544\ubcf4\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

[AlphaFold] Protein fold \ubb38\uc81c(\ub2e8\ubc31\uc9c8 3D \uad6c\uc870 \uc608\uce21 \ubb38\uc81c)\ub97c \ud480\uae30 \uc704\ud55c Deep learning\uae30\ubc18 \uc811\uadfc \ubc29\ubc95<\/p>\n

– \uc9c0\ub09c \uc218\uc2ed\ub144\ub3d9\uc548 \ub2e8\ubc31\uc9c8 \uad6c\uc870 \uc608\uce21\uc744 \uc704\ud55c Database\ub294 \uc0c1\ub2f9\ub7c9 \uac16\ucdb0\uc838 \uc788\uc74c.
\n– \ub2e8\ubc31\uc9c8 \uc0ac\uc774\uc5d0\uc758 \uac70\ub9ac\ucc28\uc774, \ubc0f \uac01\ub3c4 \uc624\ucc28\ub97c cost\ub85c \uc8fc\uace0, \uc774\ub97c Generative Neural Network\uc5d0 \ud559\uc2b5\uc2dc\ucf1c \uad6c\uc131
\n– CASP (Critical Assessment of Structure Prediction, \ub2e8\ubc31\uc9c8 \uad6c\uc870 \uc608\uce21 \ub300\ud68c) \ucd9c\uc804
\n– [98\ud300\uc911 1\ub4f1] 43\uac1c\uc911 25\uac1c \ud56d\ubaa9\uc5d0\uc11c \uac00\uc7a5 \uc815\ud655\ud558\uac8c \uc608\uce21\ud568.
\n– cf. [2\ub4f1 \uacb0\uacfc] 43\uac1c\uc911 3\uac1c \uc608\uce21
\n– \uc544\uc27d\uac8c\ub3c4 Reinforcement Learning \uce21\uba74\uc758 \uc811\uadfc\ubc95\uc740 \ubcf4\uc774\uc9c0 \uc54a\uc74c.
\n– DB\ub97c \ucda9\ubd84\ud788 \ud65c\uc6a9\ud558\uae30 \uc704\ud568\uc778\uac00, \uc544\ub2c8\uba74 Environment \uc815\uc758\uac00 \uc544\uc9c1\uc740 \ubd88\uac00\ud574\uc11c \uadf8\ub7f0 \uac83\uc778\uac00.
\n– \uc5f0\uad6c \uc2dc\uc791 \ub144\ub3c4 2016\ub144, AlphaStar \ub2e4\uc74c \ubb38\uc81c\uc778\uac00, \ubcd1\ud589 \uc5f0\uad6c \uacb0\uacfc\uc778\uac00 -\u3147- \u314b<\/p>\n

\ub354 \uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \ucca8\ubd80 \ub0b4\uc6a9 \ubc0f \ucc38\uc870 \ub17c\ubb38\uc744 \ucc38\uc870\ud558\uc2dc\uba74 \ub420 \ub4ef \ud558\uba70, \uc55e\uc73c\ub85c AlphaFold\uc758 \ub2e4\uc74c version \uc774 \uc5b4\ub5a4 \uc811\uadfc\ubc95\uc744 \uc0ac\uc6a9\ud560\uc9c0 (\ud574\ub2f9 \ubb38\uc81c\uc5d0\ub3c4 RL \ubb38\uc81c\ub97c \uc815\uc758\ud574\uc11c \ud480 \uc218 \uc788\uc744\uc9c0) \uc9c0\ucf1c\ubcf4\ub294 \uac83\ub3c4 \uc7ac\ubc0c\uc744 \uac83 \uac19\ub2e4\ub294 \uc0dd\uac01\uc785\ub2c8\ub2e4.<\/p>\n

\ub2e4\uc74c \uacb0\uacfc\ub97c \uae30\ub2e4\ub9ac\uba70…. \uc544\ub514\uc624\uc2a4\u00a0\ud83d\ude00<\/span><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

URL :\u00a0https:\/\/deepmind.com\/blog\/alphafold\/ Paper : R.Evans, et.al., ‘ De novo structure prediction with deep-learning based scoring’, A.W.Senior In Thirteenth Critical Assessment of Techniques for Protein Structure Prediction (Abstracts) 1-4 December 2018 (\uc544\uc9c1 Full paper \ub294 \uacf5\uac1c \uc548\ub41c \ub4ef \ud569\ub2c8\ub2e4.) AlphaGo ver. Lee \ub300\uc804 \uc774\ud6c4 DeepMind \ub294 ‘\uc774\uc81c\ub294 \ub354 \ubcf5\uc7a1\ud55c rule based real time game \ub958\uc778 ‘starcraft’\uc5d0 …<\/p>\n","protected":false},"author":26,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[28],"tags":[],"class_list":["post-7141","post","type-post","status-publish","format-standard","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/heungno.net\/index.php?rest_route=\/wp\/v2\/posts\/7141","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/heungno.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/heungno.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/heungno.net\/index.php?rest_route=\/wp\/v2\/users\/26"}],"replies":[{"embeddable":true,"href":"https:\/\/heungno.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7141"}],"version-history":[{"count":1,"href":"https:\/\/heungno.net\/index.php?rest_route=\/wp\/v2\/posts\/7141\/revisions"}],"predecessor-version":[{"id":7142,"href":"https:\/\/heungno.net\/index.php?rest_route=\/wp\/v2\/posts\/7141\/revisions\/7142"}],"wp:attachment":[{"href":"https:\/\/heungno.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7141"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/heungno.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7141"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/heungno.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7141"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}