{"id":213,"date":"2024-10-16T18:24:26","date_gmt":"2024-10-16T18:24:26","guid":{"rendered":"https:\/\/seegroup.mit.edu\/?page_id=213"},"modified":"2025-06-07T02:13:51","modified_gmt":"2025-06-07T02:13:51","slug":"algorithms-for-engineering-system-design","status":"publish","type":"page","link":"https:\/\/seegroup.mit.edu\/index.php\/algorithms-for-engineering-system-design\/","title":{"rendered":"Algorithms for Engineering System Design"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;2_3,1_3&#8243; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;||||||||&#8221; header_2_font=&#8221;ABeeZee||||||||&#8221; header_2_line_height=&#8221;1.2em&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><strong>Research: Algorithms for Engineering System Design<\/strong><\/h2>\n<p>[\/et_pb_text][et_pb_image src=&#8221;https:\/\/seegroup.mit.edu\/wp-content\/uploads\/2024\/10\/2014-08-21_15.35.01_enggsysopt_Paul-scaled.jpg&#8221; title_text=&#8221;2014-08-21_15.35.01_enggsysopt_Paul&#8221; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; width=&#8221;70%&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_text][et_pb_text _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;ABeeZee||||||||&#8221; text_font_size=&#8221;18px&#8221; custom_padding=&#8221;||||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">Main Research Areas<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#C5310D&#8221; text_font_size=&#8221;16px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<div id=\"interiorcontentresearch\">\n<div id=\"interiorrightresearch\">\n<div id=\"interiorcontentresearch\">\n<div id=\"interiorrightresearch\">\n<div id=\"interiorcontentresearch\">\n<div id=\"interiorrightresearch\">\n<p><a href=\"https:\/\/seegroup.mit.edu\/index.php\/solar-cells\/\" style=\"color: #c5310d !important; text-decoration: none;\" onmouseover=\"this.style.textDecoration='underline'\" onmouseout=\"this.style.textDecoration='none'\">Solar Cells<\/a><\/p>\n<p><a href=\"https:\/\/seegroup.mit.edu\/index.php\/light-emitting-devices\/\" style=\"color: #c5310d !important; text-decoration: none;\" onmouseover=\"this.style.textDecoration='underline'\" onmouseout=\"this.style.textDecoration='none'\">Light Emitting Devices<\/a><\/p>\n<p><a href=\"https:\/\/seegroup.mit.edu\/index.php\/gas-sensing\/\" style=\"color: #c5310d !important; text-decoration: none;\" onmouseover=\"this.style.textDecoration='underline'\" onmouseout=\"this.style.textDecoration='none'\">Gas Sensing<\/a><a href=\"https:\/\/seegroup.mit.edu\/index.php\/magnetic-domain-wall-devices\/\" style=\"text-decoration: none; color: #c5310d !important;\" onmouseover=\"this.style.textDecoration='underline'\" onmouseout=\"this.style.textDecoration='none'\"><\/a><\/p>\n<p><a style=\"color: #c5310d !important;\" href=\"https:\/\/seegroup.mit.edu\/index.php\/spintronics\/\">Spintronics for Computation<\/a><\/p>\n<p><a style=\"color: #c5310d !important;\" href=\"https:\/\/seegroup.mit.edu\/index.php\/research\/photon-upconversion-and-downconversion\/\">Photon Upconversion and Downconversion<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_2,1_2&#8243; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; text_line_height=&#8221;1.8em&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span>Thin film optical coatings that modify reflection and transmission characteristics of lenses, solar cells, art glass and other optical components are projected to reach $10.2B\/yr in sales by 2016 [BCC Research]. However, like many optical systems, the design of thin film optical interference coatings remains more art than science. The algorithms employed to develop optical coatings are heuristic and they cannot guarantee that their results are optimal. We have developed the first algorithm that can guarantee a global solution to an optical thin-film multilayer system design problem, by drawing on the branch-and-bound algorithmic framework. We are fine-tuning our software and algorithms to make them more feasible computationally and thereby more practical for wide scale adoption.<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; text_line_height=&#8221;1.8em&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span>To demonstrate our capabilities, we have designed and fabricated an efficient (near-perfect) broadband omnidirectional antireflection coating for planar silicon solar cells. Several other design problems, spanning across the optical, electronic, and magnetic domains, are under investigation.<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Research: Algorithms for Engineering System DesignMain Research Areas Solar Cells Light Emitting Devices Gas Sensing Spintronics for Computation Photon Upconversion and Downconversion Thin film optical coatings that modify reflection and transmission characteristics of lenses, solar cells, art glass and other optical components are projected to reach $10.2B\/yr in sales by 2016 [BCC Research]. However, like [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-213","page","type-page","status-publish","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO Pro 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"The design of thin film optical interference coatings remains more art than science.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/seegroup.mit.edu\/index.php\/algorithms-for-engineering-system-design\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO Pro (AIOSEO) 4.9.8\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Spin &amp; Excitonic Engineering Group - Professor Marc Baldo\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Spin &amp; 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