{"id":8595,"date":"2022-04-28T21:14:58","date_gmt":"2022-04-28T21:14:58","guid":{"rendered":"https:\/\/www.tun.com\/courses\/2019\/12\/23\/the-finite-element-method-for-problems-in-physics\/"},"modified":"2022-04-28T21:14:59","modified_gmt":"2022-04-28T21:14:59","slug":"the-finite-element-method-for-problems-in-physics","status":"publish","type":"post","link":"https:\/\/www.tun.com\/courses\/the-finite-element-method-for-problems-in-physics\/university-of-michigan\/","title":{"rendered":"The Finite Element Method for Problems in Physics"},"content":{"rendered":"<div class=\"single_post\" style=\"margin-top:16px;\";>\n<div class=\"post-single-content box mark-links entry-content\">\n<div class=\"thecontent\">\n<h2>Description<\/h2>\n<p>This course is an introduction to the finite element method as applicable to a range of problems in physics and engineering sciences. The treatment is mathematical, but only for the purpose of clarifying the formulation. The emphasis is on coding up the formulations in a modern, open-source environment that can be expanded to other applications, subsequently.<\/p>\n<p>The course includes about 45 hours of lectures covering the material I normally teach in an<br \/>\nintroductory graduate class at University of Michigan. The treatment is mathematical, which is<br \/>\nnatural for a topic whose roots lie deep in functional analysis and variational calculus. It is not<br \/>\nformal, however, because the main goal of these lectures is to turn the viewer into a<br \/>\ncompetent developer of finite element code. We do spend time in rudimentary functional<br \/>\nanalysis, and variational calculus, but this is only to highlight the mathematical basis for the<br \/>\nmethods, which in turn explains why they work so well. Much of the success of the Finite<br \/>\nElement Method as a computational framework lies in the rigor of its mathematical<br \/>\nfoundation, and this needs to be appreciated, even if only in the elementary manner<br \/>\npresented here. A background in PDEs and, more importantly, linear algebra, is assumed,<br \/>\nalthough the viewer will find that we develop all the relevant ideas that are needed.<\/p>\n<p>The development itself focuses on the classical forms of partial differential equations (PDEs):<br \/>\nelliptic, parabolic and hyperbolic. At each stage, however, we make numerous connections to<br \/>\nthe physical phenomena represented by the PDEs. For clarity we begin with elliptic PDEs in<br \/>\none dimension (linearized elasticity, steady state heat conduction and mass diffusion). We<br \/>\nthen move on to three dimensional elliptic PDEs in scalar unknowns (heat conduction and<br \/>\nmass diffusion), before ending the treatment of elliptic PDEs with three dimensional problems<br \/>\nin vector unknowns (linearized elasticity). Parabolic PDEs in three dimensions come next<br \/>\n(unsteady heat conduction and mass diffusion), and the lectures end with hyperbolic PDEs in<br \/>\nthree dimensions (linear elastodynamics). Interspersed among the lectures are responses to<br \/>\nquestions that arose from a small group of graduate students and post-doctoral scholars who<br \/>\nfollowed the lectures live. At suitable points in the lectures, we interrupt the mathematical<br \/>\ndevelopment to lay out the code framework, which is entirely open source, and C++ based.<\/p>\n<p>Books:<br \/>\nThere are many books on finite element methods. This class does not have a required<br \/>\ntextbook. However, we do recommend the following books for more detailed and broader<br \/>\ntreatments than can be provided in any form of class:<\/p>\n<p>The Finite Element Method: Linear Static and Dynamic Finite Element Analysis, T.J.R.<br \/>\nHughes, Dover Publications, 2000.<\/p>\n<p>The Finite Element Method: Its Basis and Fundamentals, O.C. Zienkiewicz, R.L. Taylor and<br \/>\nJ.Z. Zhu, Butterworth-Heinemann, 2005.<\/p>\n<p>A First Course in Finite Elements, J. Fish and T. Belytschko, Wiley, 2007.<\/p>\n<p>Resources:<br \/>\nYou can download the deal.ii library at dealii.org. The lectures include coding tutorials where<br \/>\nwe list other resources that you can use if you are unable to install deal.ii on your own<br \/>\ncomputer. You will need cmake to run deal.ii. It is available at cmake.org.<\/p>\n<div style=\"height:45px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<h2 class=\"has-text-align-center\">Price: Enroll For Free!<\/h2>\n<div style=\"height:45px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<div class=\"wp-block-button aligncenter\"><a class=\"wp-block-button__link has-text-color has-very-light-gray-color has-background has-vivid-red-background-color\" href=\"https:\/\/www.coursera.org\/learn\/finite-element-method\">View Class<\/a><\/div>\n<div style=\"height:55px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<div class=\"wp-block-columns\">\n<div class=\"wp-block-column\">\n<p class=\"has-text-align-center\"><em><strong>Language:<\/strong> <\/em>English<\/p>\n<\/div>\n<div class=\"wp-block-column\">\n<p class=\"has-text-align-center\"><em><strong>Subtitles<\/strong>: <\/em>English<\/p>\n<\/div>\n<\/div>\n<p style=\"background-color:#496d89\" class=\"has-text-color has-background has-text-align-center has-very-light-gray-color\"><a href=\"https:\/\/www.coursera.org\/learn\/finite-element-method\">The Finite Element Method for Problems in Physics<strong> &#8211; University of Michigan<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Description This course is an introduction to the finite element method as applicable to a range of problems in physics and engineering sciences. The treatment is mathematical, but only for the purpose of clarifying the formulation. The emphasis is on coding up the formulations in a modern, open-source environment that can be expanded to other [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":19411,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_uag_custom_page_level_css":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[262],"tags":[],"class_list":["post-8595","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-university-of-michigan"],"aioseo_notices":[],"uagb_featured_image_src":{"full":["https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/University-of-Michiganonline-education.png",378,224,false],"thumbnail":["https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/University-of-Michiganonline-education-150x150.png",150,150,true],"medium":["https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/University-of-Michiganonline-education-300x178.png",300,178,true],"medium_large":["https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/University-of-Michiganonline-education.png",378,224,false],"large":["https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/University-of-Michiganonline-education.png",378,224,false],"1536x1536":["https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/University-of-Michiganonline-education.png",378,224,false],"2048x2048":["https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/University-of-Michiganonline-education.png",378,224,false]},"uagb_author_info":{"display_name":"Axiom Pegasus","author_link":"https:\/\/www.tun.com\/courses\/author\/magic\/"},"uagb_comment_info":0,"uagb_excerpt":"Description This course is an introduction to the finite element method as applicable to a range of problems in physics and engineering sciences. The treatment is mathematical, but only for the purpose of clarifying the formulation. The emphasis is on coding up the formulations in a modern, open-source environment that can be expanded to other&hellip;","featured_media_src_url":"https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/University-of-Michiganonline-education.png","_links":{"self":[{"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/posts\/8595","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/comments?post=8595"}],"version-history":[{"count":0,"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/posts\/8595\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/media\/19411"}],"wp:attachment":[{"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/media?parent=8595"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/categories?post=8595"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/tags?post=8595"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}