{"id":340,"date":"2025-10-07T18:07:39","date_gmt":"2025-10-07T18:07:39","guid":{"rendered":"https:\/\/mrivas.su.domains\/gbe\/?p=340"},"modified":"2025-11-11T16:54:41","modified_gmt":"2025-11-11T16:54:41","slug":"demographic-modeling-of-population-growth","status":"publish","type":"post","link":"https:\/\/mrivas.su.domains\/gbe\/uncategorized\/demographic-modeling-of-population-growth\/","title":{"rendered":"Demographic modeling of population growth"},"content":{"rendered":"\n<p>Kiyosi It\u00f4 pioneered the theory of stochastic integration and stochastic differential equations. I used AI and the United Nations growth data to project population growth across various countries given migration patterns, fertility rates, etc. <br><br><a href=\"https:\/\/demographic.streamlit.app\/\">https:\/\/demographic.streamlit.app\/<\/a> <\/p>\n\n\n\n<div style=\"position:relative;padding-top:0;height:80vh\">\n  <iframe\n    src=\"https:\/\/demographic.streamlit.app\/?embed=true\"\n    style=\"position:absolute;top:0;left:0;width:100%;height:100%;border:0\"\n    loading=\"lazy\"\n    allow=\"clipboard-write\"\n  ><\/iframe>\n<\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"889\" src=\"https:\/\/mrivas.su.domains\/gbe\/wp-content\/uploads\/2025\/10\/image-3-1024x889.png\" alt=\"\" class=\"wp-image-341\" srcset=\"https:\/\/mrivas.su.domains\/gbe\/wp-content\/uploads\/2025\/10\/image-3-1024x889.png 1024w, https:\/\/mrivas.su.domains\/gbe\/wp-content\/uploads\/2025\/10\/image-3-300x260.png 300w, https:\/\/mrivas.su.domains\/gbe\/wp-content\/uploads\/2025\/10\/image-3-768x667.png 768w, https:\/\/mrivas.su.domains\/gbe\/wp-content\/uploads\/2025\/10\/image-3-1536x1334.png 1536w, https:\/\/mrivas.su.domains\/gbe\/wp-content\/uploads\/2025\/10\/image-3.png 1610w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"775\" src=\"https:\/\/mrivas.su.domains\/gbe\/wp-content\/uploads\/2025\/10\/image-4-1024x775.png\" alt=\"\" class=\"wp-image-342\" srcset=\"https:\/\/mrivas.su.domains\/gbe\/wp-content\/uploads\/2025\/10\/image-4-1024x775.png 1024w, https:\/\/mrivas.su.domains\/gbe\/wp-content\/uploads\/2025\/10\/image-4-300x227.png 300w, https:\/\/mrivas.su.domains\/gbe\/wp-content\/uploads\/2025\/10\/image-4-768x581.png 768w, https:\/\/mrivas.su.domains\/gbe\/wp-content\/uploads\/2025\/10\/image-4.png 1480w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Here is a technical report on the demographic modeling work. <\/p>\n\n\n\n<div class=\"wp-block-pdf-viewer-block-standard\" style=\"text-align:left\"><div class=\"uploaded-pdf\"><a href=\"https:\/\/mrivas.su.domains\/gbe\/wp-content\/uploads\/2025\/10\/demographicmodeling.pdf\" data-width=\"\" data-height=\"\"><\/a><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Kiyosi It\u00f4 pioneered the theory of stochastic integration and stochastic differential equations. I used AI and the United Nations growth data to project population growth across various countries given migration patterns, fertility rates, etc. https:\/\/demographic.streamlit.app\/ Here is a technical report on the demographic modeling work.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-340","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/mrivas.su.domains\/gbe\/wp-json\/wp\/v2\/posts\/340","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mrivas.su.domains\/gbe\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mrivas.su.domains\/gbe\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mrivas.su.domains\/gbe\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mrivas.su.domains\/gbe\/wp-json\/wp\/v2\/comments?post=340"}],"version-history":[{"count":4,"href":"https:\/\/mrivas.su.domains\/gbe\/wp-json\/wp\/v2\/posts\/340\/revisions"}],"predecessor-version":[{"id":650,"href":"https:\/\/mrivas.su.domains\/gbe\/wp-json\/wp\/v2\/posts\/340\/revisions\/650"}],"wp:attachment":[{"href":"https:\/\/mrivas.su.domains\/gbe\/wp-json\/wp\/v2\/media?parent=340"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mrivas.su.domains\/gbe\/wp-json\/wp\/v2\/categories?post=340"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mrivas.su.domains\/gbe\/wp-json\/wp\/v2\/tags?post=340"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}