﻿{"id":627,"date":"2021-09-17T15:56:32","date_gmt":"2021-09-17T19:56:32","guid":{"rendered":"https:\/\/www.waecoco.com\/?p=627"},"modified":"2021-09-17T15:56:33","modified_gmt":"2021-09-17T19:56:33","slug":"about-gan-for-time-series-generation","status":"publish","type":"post","link":"https:\/\/waecoco.com\/?p=627","title":{"rendered":"About GAN for time series generation"},"content":{"rendered":"\n<p>To investigate the pressure distribution on buildings. <\/p>\n\n\n\n<p>The simulation of wind speed\/pressure under stationary\/transient wind has already been investigated by many researchers. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.waecoco.com\/wp-content\/uploads\/2021\/09\/temp_2.png\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"140\" src=\"https:\/\/www.waecoco.com\/wp-content\/uploads\/2021\/09\/temp_2.png\" alt=\"\" class=\"wp-image-628\" srcset=\"https:\/\/waecoco.com\/wp-content\/uploads\/2021\/09\/temp_2.png 480w, https:\/\/waecoco.com\/wp-content\/uploads\/2021\/09\/temp_2-300x88.png 300w\" sizes=\"auto, (max-width: 480px) 100vw, 480px\" \/><\/a><\/figure>\n\n\n\n<p>   <\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/www.waecoco.com\/wp-content\/uploads\/2021\/09\/temp_1.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.waecoco.com\/wp-content\/uploads\/2021\/09\/temp_1-1024x767.jpg\" alt=\"\" class=\"wp-image-629\" width=\"533\" height=\"399\" srcset=\"https:\/\/waecoco.com\/wp-content\/uploads\/2021\/09\/temp_1-1024x767.jpg 1024w, https:\/\/waecoco.com\/wp-content\/uploads\/2021\/09\/temp_1-300x225.jpg 300w, https:\/\/waecoco.com\/wp-content\/uploads\/2021\/09\/temp_1-768x576.jpg 768w, https:\/\/waecoco.com\/wp-content\/uploads\/2021\/09\/temp_1.jpg 1201w\" sizes=\"auto, (max-width: 533px) 100vw, 533px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.waecoco.com\/wp-content\/uploads\/2021\/09\/temp_3.png\"><img loading=\"lazy\" decoding=\"async\" width=\"899\" height=\"690\" src=\"https:\/\/www.waecoco.com\/wp-content\/uploads\/2021\/09\/temp_3.png\" alt=\"\" class=\"wp-image-630\" srcset=\"https:\/\/waecoco.com\/wp-content\/uploads\/2021\/09\/temp_3.png 899w, https:\/\/waecoco.com\/wp-content\/uploads\/2021\/09\/temp_3-300x230.png 300w, https:\/\/waecoco.com\/wp-content\/uploads\/2021\/09\/temp_3-768x589.png 768w\" sizes=\"auto, (max-width: 899px) 100vw, 899px\" \/><\/a><figcaption>Pressure coefficient time series<\/figcaption><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\">GAN<\/h1>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.waecoco.com\/wp-content\/uploads\/2021\/09\/temp_4.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"638\" height=\"276\" src=\"https:\/\/www.waecoco.com\/wp-content\/uploads\/2021\/09\/temp_4.jpg\" alt=\"\" class=\"wp-image-631\" srcset=\"https:\/\/waecoco.com\/wp-content\/uploads\/2021\/09\/temp_4.jpg 638w, https:\/\/waecoco.com\/wp-content\/uploads\/2021\/09\/temp_4-300x130.jpg 300w\" sizes=\"auto, (max-width: 638px) 100vw, 638px\" \/><\/a><\/figure>\n\n\n\n<p>Time-variant matrix generation (Video GAN)<\/p>\n\n\n\n<p>Controllable video GAN<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Preliminary results<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.waecoco.com\/wp-content\/uploads\/2021\/09\/gensamples_id600.gif\"><img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/www.waecoco.com\/wp-content\/uploads\/2021\/09\/gensamples_id600.gif\" alt=\"\" class=\"wp-image-633\"\/><\/a><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>To investigate the pressure distribution on buildings. The simulation of wind speed\/pressure under stationary\/transient wind has already been investigated by many researchers. GAN Time-variant matrix generation (Video GAN) Controllable video GAN Preliminary results<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-627","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/waecoco.com\/index.php?rest_route=\/wp\/v2\/posts\/627","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/waecoco.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/waecoco.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/waecoco.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/waecoco.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=627"}],"version-history":[{"count":2,"href":"https:\/\/waecoco.com\/index.php?rest_route=\/wp\/v2\/posts\/627\/revisions"}],"predecessor-version":[{"id":634,"href":"https:\/\/waecoco.com\/index.php?rest_route=\/wp\/v2\/posts\/627\/revisions\/634"}],"wp:attachment":[{"href":"https:\/\/waecoco.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=627"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/waecoco.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=627"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/waecoco.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=627"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}