{"id":3297,"date":"2025-01-29T10:56:39","date_gmt":"2025-01-29T10:56:39","guid":{"rendered":"https:\/\/23547798491.thesite.link\/cbs\/?p=3297"},"modified":"2025-01-29T10:56:42","modified_gmt":"2025-01-29T10:56:42","slug":"pu-computing-vathia-mathisi-dl-stin-ereyna-anaptyxi-neon-farmakeytikon-proionton","status":"publish","type":"post","link":"https:\/\/23547798491.thesite.link\/cbs\/pu-computing-vathia-mathisi-dl-stin-ereyna-anaptyxi-neon-farmakeytikon-proionton\/","title":{"rendered":"PU Computing &#038; \u0392\u03b1\u03b8\u03b9\u03ac \u039c\u03ac\u03b8\u03b7\u03c3\u03b7 (DL) \u03c3\u03c4\u03b7\u03bd \u0388\u03c1\u03b5\u03c5\u03bd\u03b1 &#038; \u0391\u03bd\u03ac\u03c0\u03c4\u03c5\u03be\u03b7 \u03bd\u03ad\u03c9\u03bd \u03a6\u03b1\u03c1\u03bc\u03b1\u03ba\u03b5\u03c5\u03c4\u03b9\u03ba\u03ce\u03bd \u03a0\u03c1\u03bf\u03ca\u03cc\u03bd\u03c4\u03c9\u03bd"},"content":{"rendered":"<figure class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"672\" height=\"372\" src=\"https:\/\/23547798491.thesite.link\/cbs\/wp-content\/uploads\/2025\/01\/Screenshot_29-1-2025_12568_www.cbs_.gr_-672x372.jpeg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" style=\"object-fit:cover;\" \/><\/figure>\n\n\n<p class=\"wp-block-paragraph\">\u0397&nbsp;<strong>\u03b2\u03b1\u03b8\u03b9\u03ac \u03bc\u03ac\u03b8\u03b7\u03c3\u03b7<\/strong>&nbsp;(<a href=\"https:\/\/www.techtarget.com\/searchenterpriseai\/definition\/deep-learning-deep-neural-network\" target=\"_blank\" rel=\"noreferrer noopener\">DL<\/a>) \u03ad\u03c7\u03b5\u03b9 \u03b4\u03b9\u03b5\u03b9\u03c3\u03b4\u03cd\u03c3\u03b5\u03b9 \u03c3\u03c7\u03b5\u03b4\u03cc\u03bd \u03c3\u03b5&nbsp;<strong>\u03ba\u03ac\u03b8\u03b5 \u03c0\u03b5\u03b4\u03af\u03bf \u03ad\u03c1\u03b5\u03c5\u03bd\u03b1\u03c2<\/strong>, \u03c3\u03c5\u03bc\u03c0\u03b5\u03c1\u03b9\u03bb\u03b1\u03bc\u03b2\u03b1\u03bd\u03bf\u03bc\u03ad\u03bd\u03b7\u03c2 \u03c4\u03b7\u03c2&nbsp;<strong>\u03c6\u03b1\u03c1\u03bc\u03b1\u03ba\u03b5\u03c5\u03c4\u03b9\u03ba\u03ae\u03c2 \u03c7\u03b7\u03bc\u03b5\u03af\u03b1\u03c2 \u03ba\u03b1\u03b9 \u03c6\u03b1\u03c1\u03bc\u03b1\u03ba\u03bf\u03bb\u03bf\u03b3\u03af\u03b1\u03c2<\/strong>&nbsp;\u03c0\u03bf\u03c5 \u03c3\u03c7\u03b5\u03c4\u03af\u03b6\u03bf\u03bd\u03c4\u03b1\u03b9 \u03bc\u03b5 \u03c4\u03b7\u03bd&nbsp;<strong>\u03b1\u03bd\u03b1\u03ba\u03ac\u03bb\u03c5\u03c8\u03b7 \u03ba\u03b1\u03b9 \u03b1\u03bd\u03ac\u03c0\u03c4\u03c5\u03be\u03b7 \u03c6\u03b1\u03c1\u03bc\u03ac\u03ba\u03c9\u03bd<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0391\u03c5\u03c4\u03ae \u03b7 \u03b1\u03bb\u03bc\u03b1\u03c4\u03ce\u03b4\u03b7\u03c2 \u03b5\u03be\u03ad\u03bb\u03b9\u03be\u03b7 \u03b1\u03c0\u03bf\u03b4\u03af\u03b4\u03b5\u03c4\u03b1\u03b9 :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u03c3\u03c4\u03b7\u03bd \u03b5\u03be\u03ad\u03bb\u03b9\u03be\u03b7 \u03c4\u03c9\u03bd \u03bc\u03bf\u03bd\u03ac\u03b4\u03c9\u03bd \u03b5\u03c0\u03b5\u03be\u03b5\u03c1\u03b3\u03b1\u03c3\u03af\u03b1\u03c2 \u03b3\u03c1\u03b1\u03c6\u03b9\u03ba\u03ce\u03bd \u03c5\u03c8\u03b7\u03bb\u03ae\u03c2 \u03c0\u03b1\u03c1\u03b1\u03bb\u03bb\u03b7\u03bb\u03bf\u03c0\u03bf\u03af\u03b7\u03c3\u03b7\u03c2 (<a href=\"https:\/\/researchcomputing.princeton.edu\/support\/knowledge-base\/gpu-computing\" target=\"_blank\" rel=\"noreferrer noopener\">GPU<\/a>)<\/li>\n\n\n\n<li>\u03c3\u03c4\u03b7\u03bd \u03b1\u03bd\u03ac\u03c0\u03c4\u03c5\u03be\u03b7 \u03b1\u03bb\u03b3\u03bf\u03c1\u03af\u03b8\u03bc\u03c9\u03bd \u03bc\u03b5 \u03b4\u03c5\u03bd\u03b1\u03c4\u03cc\u03c4\u03b7\u03c4\u03b1 GPU.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u03a4\u03b1 \u03c0\u03b5\u03b4\u03af\u03b1 \u03c4\u03b7\u03c2 \u03b2\u03b9\u03bf\u03c0\u03bb\u03b7\u03c1\u03bf\u03c6\u03bf\u03c1\u03b9\u03ba\u03ae\u03c2, \u03c4\u03b7\u03c2 \u03c7\u03b7\u03bc\u03b5\u03b9\u03bf\u03c0\u03bb\u03b7\u03c1\u03bf\u03c6\u03bf\u03c1\u03b9\u03ba\u03ae\u03c2 \u03ba\u03b1\u03b9 \u03b5\u03b9\u03b4\u03b9\u03ba\u03ac \u03c4\u03b7\u03c2 \u03c7\u03b7\u03bc\u03b5\u03b9\u03bf\u03b3\u03bf\u03bd\u03b9\u03b4\u03b9\u03c9\u03bc\u03b1\u03c4\u03b9\u03ba\u03ae\u03c2, \u03c3\u03c5\u03bc\u03c0\u03b5\u03c1\u03b9\u03bb\u03b1\u03bc\u03b2\u03b1\u03bd\u03bf\u03bc\u03ad\u03bd\u03bf\u03c5 \u03c4\u03bf\u03c5&nbsp;<a href=\"https:\/\/www.frontiersin.org\/articles\/10.3389\/fddsv.2021.728551\/full\" target=\"_blank\" rel=\"noreferrer noopener\">Computer-Aided Drug Discovery (CADD)<\/a>, \u03b5\u03ba\u03bc\u03b5\u03c4\u03b1\u03bb\u03bb\u03b5\u03cd\u03bf\u03bd\u03c4\u03b1\u03b9 \u03c4\u03b9\u03c2 \u03bc\u03b5\u03b8\u03cc\u03b4\u03bf\u03c5\u03c2 Deep Learning \u03c0\u03bf\u03c5 \u03b5\u03ba\u03c4\u03b5\u03bb\u03bf\u03cd\u03bd\u03c4\u03b1\u03b9 \u03c3\u03b5 GPU. \u039f\u03b9 \u03c0\u03b5\u03c1\u03b9\u03c3\u03c3\u03cc\u03c4\u03b5\u03c1\u03b5\u03c2 \u03c0\u03c1\u03bf\u03ba\u03bb\u03ae\u03c3\u03b5\u03b9\u03c2 \u03c4\u03bf\u03c5&nbsp;<a href=\"https:\/\/www.pharmatutor.org\/articles\/a-review-on-computer-aided-drug-design-and-its-implications-in-drug-discovery-and-development-process\" target=\"_blank\" rel=\"noreferrer noopener\">CADD<\/a>&nbsp;\u03b5\u03bc\u03c6\u03b1\u03bd\u03af\u03b6\u03bf\u03bd\u03c4\u03b1\u03b9 \u03c3\u03c5\u03bd\u03ae\u03b8\u03c9\u03c2 \u03c3\u03c4\u03b7\u03bd \u03b1\u03bd\u03c4\u03b9\u03bc\u03b5\u03c4\u03ce\u03c0\u03b9\u03c3\u03b7 \u03c0\u03c1\u03bf\u03b2\u03bb\u03b7\u03bc\u03ac\u03c4\u03c9\u03bd \u03c3\u03c7\u03b5\u03c4\u03b9\u03ba\u03ce\u03bd \u03bc\u03b5 \u03c4\u03b7\u03bd \u03c3\u03c5\u03bd\u03b4\u03c5\u03b1\u03c3\u03c4\u03b9\u03ba\u03ae \u03ba\u03b1\u03b9 \u03c4\u03b7 \u03b2\u03b5\u03bb\u03c4\u03b9\u03c3\u03c4\u03bf\u03c0\u03bf\u03af\u03b7\u03c3\u03b7. \u0395\u03b4\u03ce \u03b7 &nbsp;\u03bc\u03b7\u03c7\u03b1\u03bd\u03b9\u03ba\u03ae \u03bc\u03ac\u03b8\u03b7\u03c3\u03b7 \u03ad\u03c1\u03c7\u03b5\u03c4\u03b1\u03b9 \u03bd\u03b1 \u03c0\u03c1\u03bf\u03c3\u03c6\u03ad\u03c1\u03b5\u03b9 \u03b1\u03c0\u03bf\u03c4\u03b5\u03bb\u03b5\u03c3\u03bc\u03b1\u03c4\u03b9\u03ba\u03ad\u03c2 \u03bb\u03cd\u03c3\u03b5\u03b9\u03c2.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u03a4\u03bf 2007, \u03b7 NVIDIA \u03ba\u03c5\u03ba\u03bb\u03bf\u03c6\u03cc\u03c1\u03b7\u03c3\u03b5 \u03c4\u03bf&nbsp;<a href=\"https:\/\/en.wikipedia.org\/wiki\/CUDA\" target=\"_blank\" rel=\"noreferrer noopener\">Compute Unified Device Architecture (CUDA)<\/a>&nbsp;\u03b1\u03bd\u03bf\u03af\u03b3\u03bf\u03bd\u03c4\u03b1\u03c2 \u03c4\u03bf \u03b4\u03c1\u03cc\u03bc\u03bf \u03b3\u03b9\u03b1&nbsp;<strong>\u03c4\u03b7 \u03bc\u03b5\u03c4\u03b1\u03c6\u03bf\u03c1\u03ac \u03c5\u03c8\u03b7\u03bb\u03bf\u03cd \u03c5\u03c0\u03bf\u03bb\u03bf\u03b3\u03b9\u03c3\u03c4\u03b9\u03ba\u03bf\u03cd \u03c6\u03cc\u03c1\u03c4\u03bf\u03c5 \u03b5\u03c1\u03b3\u03b1\u03c3\u03af\u03b1\u03c2 \u03b1\u03c0\u03cc&nbsp;<\/strong><strong>CPU<\/strong>&nbsp;<strong>\u03c3\u03b5 \u03b5\u03c0\u03b9\u03c4\u03b1\u03c7\u03c5\u03bd\u03c4\u03ad\u03c2&nbsp;<\/strong><strong>GPU<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u03a4\u03bf\u03bd \u03a3\u03b5\u03c0\u03c4\u03ad\u03bc\u03b2\u03c1\u03b9\u03bf \u03c4\u03bf\u03c5 2014, \u03b7 NVIDIA \u03ba\u03c5\u03ba\u03bb\u03bf\u03c6\u03cc\u03c1\u03b7\u03c3\u03b5 \u03c4\u03bf cuDNN, \u03bc\u03b9\u03b1 GPU \u2013 accelerated \u03b2\u03b9\u03b2\u03bb\u03b9\u03bf\u03b8\u03ae\u03ba\u03b7 \u03bc\u03b5 \u03b1\u03c1\u03c7\u03ad\u03b3\u03bf\u03bd\u03c9\u03bd \u03b3\u03b9\u03b1 \u03c7\u03c1\u03ae\u03c3\u03b7 \u03c3\u03b5&nbsp;<a href=\"https:\/\/www.kdnuggets.com\/2020\/02\/deep-neural-networks.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u03b2\u03b1\u03b8\u03b9\u03ac \u03bd\u03b5\u03c5\u03c1\u03c9\u03bd\u03b9\u03ba\u03ac \u03b4\u03af\u03ba\u03c4\u03c5\u03b1 (DNN)<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"324\" height=\"439\" src=\"https:\/\/23547798491.thesite.link\/cbs\/wp-content\/uploads\/2025\/01\/image-152.png\" alt=\"\" class=\"wp-image-3300\" srcset=\"https:\/\/23547798491.thesite.link\/cbs\/wp-content\/uploads\/2025\/01\/image-152.png 324w, https:\/\/23547798491.thesite.link\/cbs\/wp-content\/uploads\/2025\/01\/image-152-221x300.png 221w\" sizes=\"auto, (max-width: 324px) 100vw, 324px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0395\u03c0\u03b9\u03c4\u03ac\u03c7\u03c5\u03bd\u03c3\u03b7 \u03c0\u03c1\u03bf\u03c3\u03bf\u03bc\u03bf\u03b9\u03ce\u03c3\u03b5\u03c9\u03bd \u03bc\u03bf\u03c1\u03b9\u03b1\u03ba\u03ae\u03c2 \u03b4\u03c5\u03bd\u03b1\u03bc\u03b9\u03ba\u03ae\u03c2 \u03c3\u03b5&nbsp;<\/strong><strong>GPU<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u0397&nbsp;<strong>\u03b1\u03bd\u03ac\u03c0\u03c4\u03c5\u03be\u03b7&nbsp;<\/strong><strong>GPU<\/strong><strong>&#8211;<\/strong><strong>centered<\/strong>&nbsp;<strong>\u03b1\u03bb\u03b3\u03bf\u03c1\u03af\u03b8\u03bc\u03c9\u03bd \u03bc\u03bf\u03c1\u03b9\u03b1\u03ba\u03ae\u03c2 \u03b4\u03c5\u03bd\u03b1\u03bc\u03b9\u03ba\u03ae\u03c2<\/strong>, \u03c4\u03b7\u03bd \u03c0\u03b5\u03c1\u03b1\u03c3\u03bc\u03ad\u03bd\u03b7 \u03b4\u03b5\u03ba\u03b1\u03b5\u03c4\u03af\u03b1, \u03bf\u03b4\u03ae\u03b3\u03b7\u03c3\u03b5 \u03c3\u03b5&nbsp;<strong>\u03c3\u03b7\u03bc\u03b1\u03bd\u03c4\u03b9\u03ba\u03ad\u03c2 \u03bc\u03b5\u03b9\u03ce\u03c3\u03b5\u03b9\u03c2 \u03c3\u03c4\u03bf \u03c5\u03c0\u03bf\u03bb\u03bf\u03b3\u03b9\u03c3\u03c4\u03b9\u03ba\u03cc \u03ba\u03cc\u03c3\u03c4\u03bf\u03c2 \u03c4\u03c9\u03bd \u03c0\u03c1\u03bf\u03c3\u03bf\u03bc\u03bf\u03b9\u03ce\u03c3\u03b5\u03c9\u03bd<\/strong>&nbsp;\u03c3\u03b5 \u03c3\u03cd\u03b3\u03ba\u03c1\u03b9\u03c3\u03b7 \u03bc\u03b5 \u03b1\u03bb\u03b3\u03cc\u03c1\u03b9\u03b8\u03bc\u03bf\u03c5\u03c2 \u03c0\u03bf\u03c5 \u03b2\u03b1\u03c3\u03af\u03b6\u03bf\u03bd\u03c4\u03b1\u03b9 \u03c3\u03b5 CPU. \u039a\u03b1\u03c4\u03ac \u03c3\u03c5\u03bd\u03ad\u03c0\u03b5\u03b9\u03b1, \u03bf\u03b9&nbsp;<strong>\u03c0\u03b5\u03c1\u03b9\u03c3\u03c3\u03cc\u03c4\u03b5\u03c1\u03bf\u03b9 \u03c0\u03c1\u03bf\u03c3\u03bf\u03bc\u03bf\u03b9\u03c9\u03c4\u03ad\u03c2&nbsp; \u03bc\u03bf\u03c1\u03b9\u03b1\u03ba\u03ae\u03c2 \u03b4\u03c5\u03bd\u03b1\u03bc\u03b9\u03ba\u03ae\u03c2<\/strong>&nbsp;\u03c0\u03b1\u03c1\u03ad\u03c7\u03bf\u03c5\u03bd \u03c0\u03bb\u03ad\u03bf\u03bd \u03c5\u03bb\u03bf\u03c0\u03bf\u03b9\u03ae\u03c3\u03b5\u03b9\u03c2 \u03bc\u03b5&nbsp;<strong>\u03b5\u03c0\u03b9\u03c4\u03ac\u03c7\u03c5\u03bd\u03c3\u03b7 \u03c4\u03b7\u03c2&nbsp;<\/strong><strong>GPU<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0395\u03c0\u03b9\u03c0\u03bb\u03ad\u03bf\u03bd \u03bf\u03b9 GPU \u03b1\u03bb\u03b3\u03cc\u03c1\u03b9\u03b8\u03bc\u03bf\u03b9 \u03ad\u03c7\u03bf\u03c5\u03bd \u03c4\u03b7\u03bd \u03b4\u03c5\u03bd\u03b1\u03c4\u03cc\u03c4\u03b7\u03c4\u03b1 \u03bd\u03b1 \u03c0\u03c1\u03bf\u03c3\u03b1\u03c1\u03bc\u03bf\u03c3\u03c4\u03bf\u03cd\u03bd \u03c3\u03c4\u03bf \u03bc\u03ad\u03b3\u03b5\u03b8\u03bf\u03c2 \u03c4\u03bf\u03c5 \u03bf\u03b9\u03ba\u03bf\u03c3\u03c5\u03c3\u03c4\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2 \u03c3\u03c4\u03bf \u03bf\u03c0\u03bf\u03af\u03bf \u03b5\u03bd\u03b5\u03c1\u03b3\u03bf\u03cd\u03bd. \u03a9\u03c2 \u03b1\u03c0\u03bf\u03c4\u03ad\u03bb\u03b5\u03c3\u03bc\u03b1, \u03bf\u03b9&nbsp;<strong>\u03c0\u03c1\u03bf\u03c3\u03bf\u03bc\u03bf\u03b9\u03ce\u03c3\u03b5\u03b9\u03c2 \u03bc\u03bf\u03c1\u03b9\u03b1\u03ba\u03ae\u03c2 \u03b4\u03c5\u03bd\u03b1\u03bc\u03b9\u03ba\u03ae\u03c2<\/strong>&nbsp;\u03b5\u03c0\u03b5\u03ba\u03c4\u03b5\u03af\u03bd\u03bf\u03bd\u03c4\u03b1\u03b9 \u03c3\u03b5&nbsp;<strong>\u03ad\u03bd\u03b1 \u03b5\u03c5\u03c1\u03cd\u03c4\u03b5\u03c1\u03bf \u03c6\u03ac\u03c3\u03bc\u03b1 \u03b2\u03b9\u03bf\u03bc\u03bf\u03c1\u03b9\u03b1\u03ba\u03ce\u03bd \u03c6\u03b1\u03b9\u03bd\u03bf\u03bc\u03ad\u03bd\u03c9\u03bd<\/strong>, \u03c0\u03bb\u03b7\u03c3\u03b9\u03ac\u03b6\u03bf\u03bd\u03c4\u03b1\u03c2 \u03c4\u03bf \u03b5\u03c0\u03af\u03c0\u03b5\u03b4\u03bf \u03c4\u03bf\u03c5 \u03b9\u03bf\u03cd \u03ba\u03b1\u03b9 \u03c4\u03c9\u03bd \u03ba\u03c5\u03c4\u03c4\u03ac\u03c1\u03c9\u03bd \u03ba\u03b1\u03b9&nbsp;<strong>\u03b2\u03b5\u03bb\u03c4\u03b9\u03ce\u03bd\u03bf\u03c5\u03bd \u03c4\u03b1 \u03c0\u03b5\u03b9\u03c1\u03b1\u03bc\u03b1\u03c4\u03b9\u03ba\u03ac \u03c7\u03c1\u03bf\u03bd\u03bf\u03b4\u03b9\u03b1\u03b3\u03c1\u03ac\u03bc\u03bc\u03b1\u03c4\u03b1<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0397 \u03c3\u03cd\u03b3\u03c7\u03c1\u03bf\u03bd\u03b7&nbsp;<strong>\u03b5\u03c1\u03b5\u03cd\u03bd\u03b1 \u03ba\u03b1\u03b9 \u03b1\u03bd\u03b1\u03ba\u03ac\u03bb\u03c5\u03c8\u03b7 \u03c6\u03b1\u03c1\u03bc\u03ac\u03ba\u03c9\u03bd \u03ad\u03c7\u03b5\u03b9 \u03c9\u03c6\u03b5\u03bb\u03b7\u03b8\u03b5\u03af<\/strong>&nbsp;\u03b1\u03c0\u03cc \u03c4\u03b7\u03bd \u03c0\u03c1\u03cc\u03c3\u03c6\u03b1\u03c4\u03b7 \u03b1\u03bd\u03ac\u03c0\u03c4\u03c5\u03be\u03b7&nbsp;<strong>\u03c4\u03c9\u03bd \u03bc\u03bf\u03bd\u03c4\u03ad\u03bb\u03c9\u03bd&nbsp;<\/strong><strong>DL<\/strong>&nbsp;<strong>\u03ba\u03b1\u03b8\u03ce\u03c2 \u03ba\u03b1\u03b9 \u03c4\u03c9\u03bd&nbsp;<\/strong><strong>GPU<\/strong>&nbsp;<strong>\u03c0\u03b1\u03c1\u03ac\u03bb\u03bb\u03b7\u03bb\u03b7\u03c2 \u03b5\u03c0\u03b5\u03be\u03b5\u03c1\u03b3\u03b1\u03c3\u03af\u03b1\u03c2<\/strong>. \u0392\u03b1\u03c3\u03b9\u03b6\u03cc\u03bc\u03b5\u03bd\u03b7 \u03c3\u03c4\u03b7\u03bd \u03b5\u03be\u03ad\u03bb\u03b9\u03be\u03b7 \u03c4\u03bf\u03c5 hardware, \u03b7&nbsp;<strong>DL<\/strong><strong>&nbsp;\u03ad\u03c7\u03b5\u03b9 \u03c3\u03c5\u03bc\u03b2\u03ac\u03bb\u03b5\u03b9<\/strong>&nbsp;\u03c4\u03b1 \u03bc\u03ad\u03b3\u03b9\u03c3\u03c4\u03b1 \u03c3\u03b5 \u03c0\u03c1\u03bf\u03b2\u03bb\u03ae\u03bc\u03b1\u03c4\u03b1 \u03ad\u03c1\u03b5\u03c5\u03bd\u03b1\u03c2 \u03ba\u03b1\u03b9 \u03b1\u03bd\u03ac\u03c0\u03c4\u03c5\u03be\u03b7\u03c2&nbsp; \u03c6\u03b1\u03c1\u03bc\u03ac\u03ba\u03c9\u03bd \u03c0\u03bf\u03c5 \u03ba\u03c5\u03bc\u03b1\u03af\u03bd\u03bf\u03bd\u03c4\u03b1\u03b9 \u03b1\u03c0\u03cc&nbsp;<strong>\u03c4\u03bf\u03bd \u03b5\u03b9\u03ba\u03bf\u03bd\u03b9\u03ba\u03cc \u03bf\u03c0\u03c4\u03b9\u03ba\u03cc \u03ad\u03bb\u03b5\u03b3\u03c7\u03bf \u03ba\u03b1\u03b9 \u03c4\u03b7\u03bd \u03b1\u03bd\u03ac\u03bb\u03c5\u03c3\u03b7<\/strong>&nbsp;\u03b2\u03b1\u03c3\u03b9\u03c3\u03bc\u03ad\u03bd\u03b7 \u03c3\u03b5 \u03bc\u03bf\u03bd\u03c4\u03ad\u03bb\u03b1 \u03c4\u03b7\u03c2 \u03c4\u03b7\u03c2&nbsp;<em>\u03c0\u03bf\u03c3\u03bf\u03c4\u03b9\u03ba\u03ae\u03c2 \u03c3\u03c7\u03ad\u03c3\u03b7\u03c2 \u03b4\u03bf\u03bc\u03ae\u03c2-\u03b4\u03c1\u03b1\u03c3\u03c4\u03b9\u03ba\u03cc\u03c4\u03b7\u03c4\u03b1\u03c2<\/em>&nbsp;(QSAR) \u03ad\u03c9\u03c2 \u03c4\u03bf\u03bd&nbsp;<strong>\u03c3\u03c7\u03b5\u03b4\u03b9\u03b1\u03c3\u03bc\u03cc \u03c0\u03b1\u03c1\u03b1\u03b3\u03c9\u03b3\u03ae\u03c2 \u03c6\u03b1\u03c1\u03bc\u03ac\u03ba\u03c9\u03bd<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0395\u03c0\u03b9\u03c0\u03bb\u03ad\u03bf\u03bd, \u03ad\u03c7\u03bf\u03c5\u03bd \u03c5\u03b9\u03bf\u03b8\u03b5\u03c4\u03b7\u03b8\u03b5\u03af&nbsp;<strong>\u03c5\u03b2\u03c1\u03b9\u03b4\u03b9\u03ba\u03ad\u03c2 \u03bc\u03ad\u03b8\u03bf\u03b4\u03bf\u03b9 \u03c4\u03b5\u03c7\u03bd\u03b7\u03c4\u03ae\u03c2 \u03bd\u03bf\u03b7\u03bc\u03bf\u03c3\u03cd\u03bd\u03b7\u03c2<\/strong>&nbsp;\u03bf\u03b9 \u03bf\u03c0\u03bf\u03af\u03b5\u03c2 \u03c3\u03c5\u03bd\u03b4\u03c5\u03ac\u03b6\u03bf\u03c5\u03bd \u03c3\u03c5\u03bc\u03b2\u03b1\u03c4\u03b9\u03ba\u03ad\u03c2 \u03bc\u03bf\u03c1\u03b9\u03b1\u03ba\u03ad\u03c2 \u03c0\u03c1\u03bf\u03c3\u03bf\u03bc\u03bf\u03b9\u03ce\u03c3\u03b5\u03b9\u03c2 \u03bc\u03b5 Deep Learning. \u03a4\u03bf&nbsp;<strong>\u03b1\u03c0\u03bf\u03c4\u03ad\u03bb\u03b5\u03c3\u03bc\u03b1 \u03b5\u03af\u03bd\u03b1\u03b9 &nbsp;\u03b3\u03c1\u03ae\u03b3\u03bf\u03c1\u03bf\u03c2 \u03ba\u03b1\u03b9 \u03b1\u03ba\u03c1\u03b9\u03b2\u03ae\u03c2 \u03ad\u03bb\u03b5\u03b3\u03c7\u03bf\u03c2 \u03c7\u03b7\u03bc\u03b9\u03ba\u03ce\u03bd \u03b2\u03b9\u03b2\u03bb\u03b9\u03bf\u03b8\u03b7\u03ba\u03ce\u03bd<\/strong>&nbsp;\u03b5\u03be\u03b1\u03b9\u03c1\u03b5\u03c4\u03b9\u03ba\u03ac \u03bc\u03b5\u03b3\u03ac\u03bb\u03b7\u03c2 \u03ba\u03bb\u03af\u03bc\u03b1\u03ba\u03b1\u03c2 \u03c0\u03bf\u03c5 \u03b1\u03b3\u03b3\u03af\u03b6\u03bf\u03c5\u03bd \u03c4\u03b1&nbsp; \u03b5\u03ba\u03b1\u03c4\u03bf\u03bd\u03c4\u03ac\u03b4\u03b5\u03c2 \u03b4\u03b9\u03c3\u03b5\u03ba\u03b1\u03c4\u03bf\u03bc\u03bc\u03cd\u03c1\u03b9\u03b1 \u03bc\u03cc\u03c1\u03b9\u03b1.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u03a0\u03b1\u03c1\u03ac\u03bb\u03bb\u03b7\u03bb\u03b1 \u03b7&nbsp;<strong>\u03b1\u03cd\u03be\u03b7\u03c3\u03b7 \u03c4\u03c9\u03bd&nbsp;<\/strong><strong>Big<\/strong>&nbsp;<strong>Data<\/strong>&nbsp;\u03c5\u03c0\u03b1\u03b3\u03bf\u03c1\u03b5\u03cd\u03bf\u03c5\u03bd \u03c4\u03b7\u03bd \u03b1\u03bd\u03ac\u03b3\u03ba\u03b7 \u03c7\u03c1\u03ae\u03c3\u03b7\u03c2 \u03b1\u03bb\u03b3\u03bf\u03c1\u03af\u03b8\u03bc\u03c9\u03bd DL. \u039c\u03b5 \u03c4\u03b7\u03bd \u03b1\u03c5\u03be\u03b1\u03bd\u03cc\u03bc\u03b5\u03bd\u03b7 \u03b5\u03c5\u03ba\u03bf\u03bb\u03af\u03b1 \u03b4\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03af\u03b1\u03c2 \u03b3\u03b5\u03bd\u03b5\u03c4\u03b9\u03ba\u03ae\u03c2 \u03b1\u03bb\u03bb\u03b7\u03bb\u03bf\u03c5\u03c7\u03af\u03b1\u03c2 \u03ba\u03b1\u03b8\u03ce\u03c2 \u03ba\u03b1\u03b9 \u03c4\u03bf\u03c5 \u03b5\u03bb\u03ad\u03b3\u03c7\u03bf\u03c5 \u03c5\u03c8\u03b7\u03bb\u03ae\u03c2 \u03b1\u03c0\u03cc\u03b4\u03bf\u03c3\u03b7\u03c2&nbsp;<a href=\"https:\/\/en.wikipedia.org\/wiki\/High-throughput_screening\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>High<\/strong><strong>&#8211;<\/strong><strong>throughput<\/strong><strong>&nbsp;screening(HTS)<\/strong><\/a><strong>, \u03b4\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03bf\u03cd\u03bd\u03c4\u03b1\u03b9 \u03c4\u03b5\u03c1\u03ac\u03c3\u03c4\u03b9\u03bf\u03b9 \u03cc\u03b3\u03ba\u03bf\u03b9 \u03b4\u03b5\u03b4\u03bf\u03bc\u03ad\u03bd\u03c9\u03bd \u03bf\u03b9 \u03bf\u03c0\u03bf\u03af\u03bf\u03b9 \u03b5\u03af\u03bd\u03b1\u03b9 \u03ac\u03bc\u03b5\u03c3\u03b1 \u03b4\u03b9\u03b1\u03b8\u03ad\u03c3\u03b9\u03bc\u03bf\u03b9 \u03c3\u03c4\u03bf\u03c5\u03c2 \u03b5\u03c1\u03b5\u03c5\u03bd\u03b7\u03c4\u03ad\u03c2<\/strong><strong>.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0397 \u03ad\u03c1\u03b5\u03c5\u03bd\u03b1 &amp; \u03b7 \u03b1\u03bd\u03ac\u03c0\u03c4\u03c5\u03be\u03b7 \u03c4\u03c9\u03bd \u03c6\u03b1\u03c1\u03bc\u03ac\u03ba\u03b5\u03c5\u03c4\u03b9\u03ba\u03ce\u03bd \u03c0\u03c1\u03bf\u03ca\u03cc\u03bd\u03c4\u03c9\u03bd \u03b5\u03af\u03bd\u03b1\u03b9 \u03bc\u03af\u03b1 \u03b1\u03c1\u03ba\u03b5\u03c4\u03ac \u03c7\u03c1\u03bf\u03bd\u03bf\u03b2\u03cc\u03c1\u03b1 \u03ba\u03b1\u03b9 \u03c0\u03b5\u03c1\u03af\u03c0\u03bb\u03bf\u03ba\u03b7 \u03b4\u03b9\u03b1\u03b4\u03b9\u03ba\u03b1\u03c3\u03af\u03b1. \u0397 \u03b1\u03c5\u03c4\u03bf\u03bc\u03b1\u03c4\u03bf\u03c0\u03bf\u03af\u03b7\u03c3\u03b7 \u03b1\u03c5\u03c4\u03ae\u03c2 \u03c4\u03b7\u03c2 \u03b4\u03b9\u03b1\u03b4\u03b9\u03ba\u03b1\u03c3\u03af\u03b1\u03c2 \u03bc\u03b5 \u03c4\u03b7 \u03b2\u03bf\u03ae\u03b8\u03b5\u03b9\u03b1 \u03c4\u03b7\u03c2 \u03a4\u03b5\u03c7\u03bd\u03b7\u03c4\u03ae\u03c2 \u039d\u03bf\u03b7\u03bc\u03bf\u03c3\u03cd\u03bd\u03b7\u03c2 \u03ba\u03b1\u03b9 \u03b7 \u03b3\u03c1\u03ae\u03b3\u03bf\u03c1\u03b7 \u03ba\u03b1\u03b9 \u03bc\u03b5 \u03b1\u03ba\u03c1\u03af\u03b2\u03b5\u03b9\u03b1 \u03b5\u03c0\u03b5\u03be\u03b5\u03c1\u03b3\u03b1\u03c3\u03af\u03b1 \u03bc\u03b5\u03b3\u03ac\u03bb\u03bf\u03c5 \u03cc\u03b3\u03ba\u03bf\u03c5 \u03b4\u03b5\u03b4\u03bf\u03bc\u03ad\u03bd\u03c9\u03bd \u03bc\u03ad\u03c3\u03c9 \u03bc\u03bf\u03bd\u03c4\u03ad\u03bb\u03c9\u03bd DL \u03ba\u03b1\u03b9 GPU \u03c0\u03b1\u03c1\u03ac\u03bb\u03bb\u03b7\u03bb\u03b7\u03c2 \u03b5\u03c0\u03b5\u03be\u03b5\u03c1\u03b3\u03b1\u03c3\u03af\u03b1\u03c2 \u03b4\u03af\u03bd\u03b5\u03b9 \u03bd\u03ad\u03b5\u03c2 \u03c0\u03c1\u03bf\u03bf\u03c0\u03c4\u03b9\u03ba\u03ad\u03c2 \u03c3\u03c4\u03b7\u03bd \u03b1\u03bd\u03ac\u03c0\u03c4\u03c5\u03be\u03b7 \u03bd\u03ad\u03c9\u03bd \u03b5\u03be\u03b5\u03bb\u03b9\u03b3\u03bc\u03ad\u03bd\u03c9\u03bd \u03c0\u03c1\u03bf\u03ca\u03cc\u03bd\u03c4\u03c9\u03bd.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0397&nbsp;\u03b2\u03b1\u03b8\u03b9\u03ac \u03bc\u03ac\u03b8\u03b7\u03c3\u03b7&nbsp;(DL) \u03ad\u03c7\u03b5\u03b9 \u03b4\u03b9\u03b5\u03b9\u03c3\u03b4\u03cd\u03c3\u03b5\u03b9 \u03c3\u03c7\u03b5\u03b4\u03cc\u03bd \u03c3\u03b5&nbsp;\u03ba\u03ac\u03b8\u03b5 \u03c0\u03b5\u03b4\u03af\u03bf \u03ad\u03c1\u03b5\u03c5\u03bd\u03b1\u03c2, \u03c3\u03c5\u03bc\u03c0\u03b5\u03c1\u03b9\u03bb\u03b1\u03bc\u03b2\u03b1\u03bd\u03bf\u03bc\u03ad\u03bd\u03b7\u03c2 \u03c4\u03b7\u03c2&nbsp;\u03c6\u03b1\u03c1\u03bc\u03b1\u03ba\u03b5\u03c5\u03c4\u03b9\u03ba\u03ae\u03c2 \u03c7\u03b7\u03bc\u03b5\u03af\u03b1\u03c2 \u03ba\u03b1\u03b9 \u03c6\u03b1\u03c1\u03bc\u03b1\u03ba\u03bf\u03bb\u03bf\u03b3\u03af\u03b1\u03c2&nbsp;\u03c0\u03bf\u03c5 \u03c3\u03c7\u03b5\u03c4\u03af\u03b6\u03bf\u03bd\u03c4\u03b1\u03b9 \u03bc\u03b5 \u03c4\u03b7\u03bd&nbsp;\u03b1\u03bd\u03b1\u03ba\u03ac\u03bb\u03c5\u03c8\u03b7 \u03ba\u03b1\u03b9 \u03b1\u03bd\u03ac\u03c0\u03c4\u03c5\u03be\u03b7 \u03c6\u03b1\u03c1\u03bc\u03ac\u03ba\u03c9\u03bd. \u0391\u03c5\u03c4\u03ae \u03b7 \u03b1\u03bb\u03bc\u03b1\u03c4\u03ce\u03b4\u03b7\u03c2 \u03b5\u03be\u03ad\u03bb\u03b9\u03be\u03b7 \u03b1\u03c0\u03bf\u03b4\u03af\u03b4\u03b5\u03c4\u03b1\u03b9 : \u03a4\u03b1 \u03c0\u03b5\u03b4\u03af\u03b1 \u03c4\u03b7\u03c2 \u03b2\u03b9\u03bf\u03c0\u03bb\u03b7\u03c1\u03bf\u03c6\u03bf\u03c1\u03b9\u03ba\u03ae\u03c2, \u03c4\u03b7\u03c2 \u03c7\u03b7\u03bc\u03b5\u03b9\u03bf\u03c0\u03bb\u03b7\u03c1\u03bf\u03c6\u03bf\u03c1\u03b9\u03ba\u03ae\u03c2 \u03ba\u03b1\u03b9 \u03b5\u03b9\u03b4\u03b9\u03ba\u03ac \u03c4\u03b7\u03c2 \u03c7\u03b7\u03bc\u03b5\u03b9\u03bf\u03b3\u03bf\u03bd\u03b9\u03b4\u03b9\u03c9\u03bc\u03b1\u03c4\u03b9\u03ba\u03ae\u03c2, \u03c3\u03c5\u03bc\u03c0\u03b5\u03c1\u03b9\u03bb\u03b1\u03bc\u03b2\u03b1\u03bd\u03bf\u03bc\u03ad\u03bd\u03bf\u03c5 \u03c4\u03bf\u03c5&nbsp;Computer-Aided Drug Discovery (CADD), \u03b5\u03ba\u03bc\u03b5\u03c4\u03b1\u03bb\u03bb\u03b5\u03cd\u03bf\u03bd\u03c4\u03b1\u03b9 \u03c4\u03b9\u03c2 \u03bc\u03b5\u03b8\u03cc\u03b4\u03bf\u03c5\u03c2 Deep Learning \u03c0\u03bf\u03c5 \u03b5\u03ba\u03c4\u03b5\u03bb\u03bf\u03cd\u03bd\u03c4\u03b1\u03b9 \u03c3\u03b5 GPU. \u039f\u03b9 \u03c0\u03b5\u03c1\u03b9\u03c3\u03c3\u03cc\u03c4\u03b5\u03c1\u03b5\u03c2 \u03c0\u03c1\u03bf\u03ba\u03bb\u03ae\u03c3\u03b5\u03b9\u03c2 \u03c4\u03bf\u03c5&nbsp;CADD&nbsp;\u03b5\u03bc\u03c6\u03b1\u03bd\u03af\u03b6\u03bf\u03bd\u03c4\u03b1\u03b9 \u03c3\u03c5\u03bd\u03ae\u03b8\u03c9\u03c2 \u03c3\u03c4\u03b7\u03bd [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":3298,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-3297","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>PU Computing &amp; \u0392\u03b1\u03b8\u03b9\u03ac \u039c\u03ac\u03b8\u03b7\u03c3\u03b7 (DL) \u03c3\u03c4\u03b7\u03bd \u0388\u03c1\u03b5\u03c5\u03bd\u03b1 &amp; \u0391\u03bd\u03ac\u03c0\u03c4\u03c5\u03be\u03b7 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