{"id":196987,"date":"2025-08-12T04:56:38","date_gmt":"2025-08-12T04:56:38","guid":{"rendered":"https:\/\/innovationspace.ansys.com\/knowledge\/?post_type=topic&#038;p=196987"},"modified":"2025-08-12T05:28:18","modified_gmt":"2025-08-12T05:28:18","slug":"latin-hypercube-sampling-lhs-algorithm","status":"publish","type":"topic","link":"https:\/\/innovationspace.ansys.com\/knowledge\/forums\/topic\/latin-hypercube-sampling-lhs-algorithm\/","title":{"rendered":"Latin Hypercube Sampling (LHS) algorithm"},"content":{"rendered":"<p><a href=\"https:\/\/ansys13.ansys.com\/KnowledgeArticles\/Discovery\/2025%20KMs\/Latin%20Hypercube%20Sampling%20%28LHS%29%20.pdf\">Latin Hypercube Sampling algorithm<\/a><\/p>\n<p>In Ansys Discovery 2025 R2, we have a new sampling algorithm Latin Hypercube Sampling which creates defined variations automatically in the defined variations generator tool in addition to manual way of sampling it based on the parametric range, intervals and number of DVs to be created. Using this generator is advantageous in discovering how subtle changes can optimize your simulation.<\/p>\n<p>Please refer the attached document for more information.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-196988\" src=\"https:\/\/innovationspace.ansys.com\/knowledge\/wp-content\/uploads\/sites\/4\/2025\/08\/LHS-300x239.png\" alt=\"\" width=\"300\" height=\"239\" srcset=\"https:\/\/innovationspace.ansys.com\/knowledge\/wp-content\/uploads\/sites\/4\/2025\/08\/LHS-300x239.png 300w, https:\/\/innovationspace.ansys.com\/knowledge\/wp-content\/uploads\/sites\/4\/2025\/08\/LHS-768x611.png 768w, https:\/\/innovationspace.ansys.com\/knowledge\/wp-content\/uploads\/sites\/4\/2025\/08\/LHS-24x19.png 24w, https:\/\/innovationspace.ansys.com\/knowledge\/wp-content\/uploads\/sites\/4\/2025\/08\/LHS-36x29.png 36w, https:\/\/innovationspace.ansys.com\/knowledge\/wp-content\/uploads\/sites\/4\/2025\/08\/LHS-48x38.png 48w, https:\/\/innovationspace.ansys.com\/knowledge\/wp-content\/uploads\/sites\/4\/2025\/08\/LHS.png 1001w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n","protected":false},"template":"","class_list":["post-196987","topic","type-topic","status-publish","hentry","topic-tag-ansys-discovery","topic-tag-ansys-optislang","topic-tag-defined-variations","topic-tag-design-optimization","topic-tag-generator","topic-tag-latin-hypercube-sampling","topic-tag-lhs","topic-tag-parameters","topic-tag-ranges","topic-tag-samples","topic-tag-test-cases"],"aioseo_notices":[],"acf":[],"custom_fields":[{"0":{"_edit_lock":["1757563105:2327"],"_edit_last":["2327"],"_aioseo_title":[null],"_aioseo_description":[null],"_aioseo_keywords":["a:0:{}"],"_aioseo_og_title":[null],"_aioseo_og_description":[null],"_aioseo_og_article_section":[""],"_aioseo_og_article_tags":["a:0:{}"],"_aioseo_twitter_title":[null],"_aioseo_twitter_description":[null],"filter_by_optics_product":["Lumerical"],"_filter_by_optics_product":["field_64fb192ba3121"],"application_name":[""],"_application_name":["field_64a80903c8e15"],"family":[""],"_family":["field_64a809229a857"],"siebel_km_number":[""],"_siebel_km_number":["field_63ecbffce60db"],"salesforce_km_number":[""],"_salesforce_km_number":["field_63ecc018e60dc"],"km_published_date":[""],"_km_published_date":["field_64c77704499dd"],"product_version":[""],"_product_version":["field_64c776cb4fd2e"],"_bbp_forum_id":["159543"],"_bbp_topic_id":["196987"],"_bbp_author_ip":["2402:e280:3e3f:428:da8:91eb:c73c:4ca8"],"_bbp_last_reply_id":["0"],"_bbp_last_active_id":["196989"],"_bbp_last_active_time":["2025-08-12 04:56:38"],"_bbp_reply_count":["0"],"_bbp_reply_count_hidden":["0"],"_bbp_voice_count":["0"],"_btv_view_count":["2449"],"_bbp_likes_count":["1"]},"test":"solution"}],"_links":{"self":[{"href":"https:\/\/innovationspace.ansys.com\/knowledge\/wp-json\/wp\/v2\/topics\/196987","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/innovationspace.ansys.com\/knowledge\/wp-json\/wp\/v2\/topics"}],"about":[{"href":"https:\/\/innovationspace.ansys.com\/knowledge\/wp-json\/wp\/v2\/types\/topic"}],"version-history":[{"count":1,"href":"https:\/\/innovationspace.ansys.com\/knowledge\/wp-json\/wp\/v2\/topics\/196987\/revisions"}],"predecessor-version":[{"id":196989,"href":"https:\/\/innovationspace.ansys.com\/knowledge\/wp-json\/wp\/v2\/topics\/196987\/revisions\/196989"}],"wp:attachment":[{"href":"https:\/\/innovationspace.ansys.com\/knowledge\/wp-json\/wp\/v2\/media?parent=196987"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}