{"id":580,"date":"2023-03-23T18:15:59","date_gmt":"2023-03-23T18:15:59","guid":{"rendered":"https:\/\/www.umflint.edu\/cit\/?page_id=580"},"modified":"2024-08-07T15:46:21","modified_gmt":"2024-08-07T15:46:21","slug":"start","status":"publish","type":"page","link":"https:\/\/www.umflint.edu\/cit\/start\/","title":{"rendered":"Seeding to Accelerate Research Themes"},"content":{"rendered":"\n<div class=\"wp-block-umflint-templates umflint-template-default\">\n<div class=\"wp-block-cover is-light h-auto mb-3\" style=\"min-height:50px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-0 has-background-dim\"><\/span><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"2000\" class=\"wp-block-cover__image-background wp-image-695\" alt=\"\" src=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/05\/Blue.Walking.Bridge.jpg\" data-object-fit=\"cover\" srcset=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/05\/Blue.Walking.Bridge.jpg 2560w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/05\/Blue.Walking.Bridge-300x234.jpg 300w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/05\/Blue.Walking.Bridge-1024x800.jpg 1024w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/05\/Blue.Walking.Bridge-768x600.jpg 768w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/05\/Blue.Walking.Bridge-1536x1200.jpg 1536w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/05\/Blue.Walking.Bridge-2048x1600.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\"><div class=\"wp-bootstrap-blocks-container container mb-2\">\n\t\n\n<h2 class=\"wp-block-heading mt-5 has-secondary-color has-text-color\" style=\"font-size:clamp(28.836px, 1.802rem + ((1vw - 3.2px) * 1.653), 50px);font-style:normal;font-weight:600;text-transform:uppercase\">Seeding to Accelerate Research Themes<\/h2>\n\n<\/div>\n<\/div><\/div>\n\n\n<div class=\"wp-bootstrap-blocks-container container mb-2\">\n\t\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-md-3\">\n\t\t\t\n<button class=\"btn btn-section w-100 px-0 wp-menu-block-toggle mobile-nav-toggle d-none\" data-target=\"wp-menu-block-side-menu\">\n          <span class=\"h-100 mr-3 mt-1 d-block mobile-nav-icon\" aria-hidden=\"true\">\n\t\t\t<span class=\"mb-1 transition bg-dark d-block mobile-nav-icon-line\"><\/span>\n\t\t\t<span class=\"mb-1 transition bg-dark d-block mobile-nav-icon-line\"><\/span>\n\t\t\t<span class=\"mb-1 transition bg-dark d-block mobile-nav-icon-line\"><\/span>\n\t\t  <\/span>\n          College of Innovation &amp; Technology<\/button><nav id=\"wp-menu-block-side-menu\" class=\"wp-menu-block sidebar-nav wp-block-umflint-menu-block\"><div class=\"nav-sidebar-title-container\">\n                <div class=\"nav-sidebar-title\"><a href=\"https:\/\/www.umflint.edu\/cit\">College of Innovation &amp; Technology<\/a><\/div>\n                <a class=\"nav-sidebar-title-close\" href=\"#\" data-target=\"side-menu\" aria-label=\"Close\" aria-expanded=\"false\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100%\" height=\"50\" fill=\"currentColor\" viewBox=\"0 0 24 24\">\n                        <title>close<\/title><path d=\"M19,6.41L17.59,5L12,10.59L6.41,5L5,6.41L10.59,12L5,17.59L6.41,19L12,13.41L17.59,19L19,17.59L13.41,12L19,6.41Z\" \/>\n                    <\/svg>\n\t\t\t\t<\/a>\n            <\/div><ul id=\"menu-side-menu\" class=\"menu nav nav-sidebar flex-column\"><li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-2313\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2313 nav-item\"><a title=\"Undergraduate Programs\" href=\"https:\/\/www.umflint.edu\/cit\/undergrad\/\" class=\"nav-link\">Undergraduate Programs<\/a><\/li>\n<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-2320\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-2320 nav-item\"><a title=\"Graduate Programs\" href=\"https:\/\/www.umflint.edu\/cit\/grad\/\" class=\"nav-link\">Graduate Programs<\/a>\n<ul class=\"subitems-menu\" >\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-3235\" class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3235 nav-item\"><a title=\"FAQ\" href=\"https:\/\/go.umflint.edu\/FAQ\" class=\"nav-link\">FAQ<\/a><\/li>\n<\/ul>\n<\/li>\n<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-1464\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-1464 nav-item\"><a title=\"Noncredit Certificates\" href=\"https:\/\/www.umflint.edu\/cit\/noncredit-certificate\/\" class=\"nav-link\">Noncredit Certificates<\/a>\n<ul class=\"subitems-menu\" >\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-1467\" class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1467 nav-item\"><a title=\"Foundations of Object Oriented Programming\" href=\"https:\/\/go.umflint.edu\/Algorithms\" class=\"nav-link\">Foundations of Object Oriented Programming<\/a><\/li>\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-1465\" class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1465 nav-item\"><a title=\"Foundations of Programming\" href=\"https:\/\/go.umflint.edu\/Programming\" class=\"nav-link\">Foundations of Programming<\/a><\/li>\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-1466\" class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1466 nav-item\"><a title=\"Foundations of Data Structures\" href=\"https:\/\/go.umflint.edu\/Structures\" class=\"nav-link\">Foundations of Data Structures<\/a><\/li>\n<\/ul>\n<\/li>\n<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-12\" class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-12 nav-item\"><a title=\"Admissions\" href=\"https:\/\/www.umflint.edu\/admissions\/\" class=\"nav-link\">Admissions<\/a><\/li>\n<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-1774\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1774 nav-item\"><a title=\"Academic Advising\" href=\"https:\/\/www.umflint.edu\/cit\/academic-advising\/\" class=\"nav-link\">Academic Advising<\/a><\/li>\n<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-2325\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-2325 nav-item\"><a title=\"Research\" href=\"https:\/\/www.umflint.edu\/cit\/research\/\" class=\"nav-link\">Research<\/a>\n<ul class=\"subitems-menu\" >\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-2330\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2330 nav-item\"><a title=\"Faculty Research Areas\" href=\"https:\/\/www.umflint.edu\/cit\/research\/faculty\/\" class=\"nav-link\">Faculty Research Areas<\/a><\/li>\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-2338\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2338 nav-item\"><a title=\"Labs &amp; Centers\" href=\"https:\/\/www.umflint.edu\/cit\/research\/labs-and-centers\/\" class=\"nav-link\">Labs &amp; Centers<\/a><\/li>\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-2431\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2431 nav-item\"><a title=\"NSF REU in Digital Accessibility\" href=\"https:\/\/www.umflint.edu\/cit\/nsf-reu-in-digital-accessibility\/\" class=\"nav-link\">NSF REU in Digital Accessibility<\/a><\/li>\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-4094\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4094 nav-item\"><a title=\"SMILES Lab\" href=\"https:\/\/www.umflint.edu\/cit\/research\/smiles\/\" class=\"nav-link\">SMILES Lab<\/a><\/li>\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-3099\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-3099 nav-item\"><a title=\"Student Travel Funding Opportunities\" href=\"https:\/\/www.umflint.edu\/cit\/research\/student-travel-funding-opportunities\/\" class=\"nav-link\">Student Travel Funding Opportunities<\/a><\/li>\n<\/ul>\n<\/li>\n<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-2658\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-2658 nav-item\"><a title=\"Center for Cybersecurity\" href=\"https:\/\/www.umflint.edu\/cit\/center-for-cybersecurity\/\" class=\"nav-link\">Center for Cybersecurity<\/a>\n<ul class=\"subitems-menu\" >\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-2693\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2693 nav-item\"><a title=\"Research\" href=\"https:\/\/www.umflint.edu\/cit\/center-for-cybersecurity\/research\/\" class=\"nav-link\">Research<\/a><\/li>\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-2692\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2692 nav-item\"><a title=\"Education\" href=\"https:\/\/www.umflint.edu\/cit\/center-for-cybersecurity\/education\/\" class=\"nav-link\">Education<\/a><\/li>\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-2712\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2712 nav-item\"><a title=\"Partnerships\" href=\"https:\/\/www.umflint.edu\/cit\/center-for-cybersecurity\/partnerships\/\" class=\"nav-link\">Partnerships<\/a><\/li>\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-2723\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2723 nav-item\"><a title=\"Outreach\" href=\"https:\/\/www.umflint.edu\/cit\/center-for-cybersecurity\/outreach\/\" class=\"nav-link\">Outreach<\/a><\/li>\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-2773\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2773 nav-item\"><a title=\"Research Affiliates &amp; Advisory Board Members\" href=\"https:\/\/www.umflint.edu\/cit\/center-for-cybersecurity\/members\/\" class=\"nav-link\">Research Affiliates &amp; Advisory Board Members<\/a><\/li>\n<\/ul>\n<\/li>\n<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-71\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-71 nav-item\"><a title=\"Dean\u2019s Office\" href=\"https:\/\/www.umflint.edu\/cit\/deans-office\/\" class=\"nav-link\">Dean\u2019s Office<\/a><\/li>\n<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-85\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-85 nav-item\"><a title=\"Faculty &amp; Staff\" href=\"https:\/\/www.umflint.edu\/cit\/faculty-staff\/\" class=\"nav-link\">Faculty &amp; Staff<\/a>\n<ul class=\"subitems-menu\" >\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-1208\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1208 nav-item\"><a title=\"Computer Science Faculty\" href=\"https:\/\/www.umflint.edu\/cit\/faculty-staff\/computer-science\/\" class=\"nav-link\">Computer Science Faculty<\/a><\/li>\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-1041\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1041 nav-item\"><a title=\"Engineering and Technology Faculty\" href=\"https:\/\/www.umflint.edu\/cit\/faculty-staff\/engineering-and-technology\/\" class=\"nav-link\">Engineering and Technology Faculty<\/a><\/li>\n\t<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-818\" class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-818 nav-item\"><a title=\"Math and Natural Science Faculty\" href=\"https:\/\/www.umflint.edu\/cit\/faculty-staff\/math-and-natural-science\/\" class=\"nav-link\">Math and Natural Science Faculty<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul><\/nav>\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-9\">\n\t\t\t\n<nav aria-label=\"breadcrumb\"><ol class=\"breadcrumb mb-3\"><li class=\"breadcrumb-item\"><a href=\"\/\">Home<\/a><\/li><li class=\"breadcrumb-item\"><a href=\"https:\/\/www.umflint.edu\/cit\">College of Innovation &amp; Technology<\/a><\/li><li class=\"breadcrumb-item active\" aria-current=\"page\">Seeding to Accelerate Research Themes<\/li><\/ol><\/nav>\n\n\n<p>Seeding To Accelerate Research Themes is a new program in College of Innovation &amp; Technology intended as a way to accelerate preliminary research and collaborative research. START provides a mechanism for faculty members to obtain preliminary results for new and innovative research that is not yet ready for external proposal submission. All tenured or tenure-track assistant\/associate\/full professors are eligible to receive a token worth up to $15K, propose joint research projects with other CIT colleagues, and then request funds by pooling 2 to 5 tokens to obtain up to $75K. Funds should be used to catalyze bold new research to obtain preliminary results for eventual external proposal submission.<\/p>\n\n\n\n<h2 class=\"wp-block-heading mt-4 has-primary-color has-text-color\">Project Title: Impacts of Tears Size and Location on Blood Flow Dynamics in Type-B Aortic Dissection<\/h2>\n\n\n\n<p>Project Description: Aortic dissection is a serious cardiac disease and is considered to be highly lethal, with a mortality rate that increases by 1-2% per hour after symptom onset. Acute dissections are characterized by tissue tears that occur in the inner layer of the aorta. These tears at the inner layer of the aortic wall allow blood to flow under pressure to insinuate itself within the layers of the aortic wall forcing them apart. The two lumens are thus created and separated by a flap tissue that consists of the intima and approximately the inner third of the media wall layer. Alteration in the aortic blood flow behavior due to aortic dissection is not completely understood. Different clinical intervention treatments are currently used to restore normal aortic blood flow dynamics including septectomy and grafting techniques. In this study, we hypothesize that septectomy intervention techniques can be a favorable and efficient treatment of type-B aortic dissections. The treatment can be used to eliminate the pressure differential that exists between the true and false lumen and thus arrest the development of an aneurysm at the site of dissection with fewer risks of complications. Avoiding the persistently higher diastolic pressure in the false lumen can be accomplished by incising the flap. This eliminates the double-barreled flow arrangement that creates a differential of pressure and is likely to contribute to the aneurysmal dilatation.<\/p>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"370\" height=\"450\" src=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Khalil-Khanafer-1.jpg\" alt=\"Khalil Khanafer\n\" class=\"wp-image-646\" srcset=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Khalil-Khanafer-1.jpg 370w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Khalil-Khanafer-1-247x300.jpg 247w\" sizes=\"auto, (max-width: 370px) 100vw, 370px\" \/><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/directory.umflint.edu\/computer-science-engineering-and-physics\/khanafer\" target=\"_blank\" rel=\"noreferrer noopener\">Khalil Khanafer<\/a><\/strong><br>Assistant Professor<br><strong>Research: Computational Fluid Dynamics, Additive Manufacturing, Biomechanics, Heat and Mass Transfer, Porous Media, Nanotechnology<\/strong><br>810-766-6735<br><a href=\"mailto:khanafer@umich.edu\">khanafer@umich.edu<\/a><\/p>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"370\" height=\"450\" src=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Yasser-A_2.jpg\" alt=\"Yasser Aboelkassem, PhD\" class=\"wp-image-634\" srcset=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Yasser-A_2.jpg 370w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Yasser-A_2-247x300.jpg 247w\" sizes=\"auto, (max-width: 370px) 100vw, 370px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/directory.umflint.edu\/computer-science-engineering-and-physics\/yassera\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Yasser Aboelkassem, PhD<\/strong><br><\/a>Assistant Professor<br><strong>Research: Computational Medicine, Cardiac Electromechanics, Biofluids, Microfluidics, ML-AI in Cardiology<\/strong><br><a href=\"mailto:yassera@umich.edu\">yassera@umich.edu<\/a><\/p>\n\n\t<\/div>\n\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-secondary-color has-alpha-channel-opacity has-secondary-background-color has-background mt-5-mb-5\" \/>\n\n\n\n<h2 class=\"wp-block-heading mt-4 has-primary-color has-text-color\">Project Title: Developing Containerized Lab Modules of Machine Learning for Cybersecurity<\/h2>\n\n\n\n<p>Project Description: The goal of this project is to develop virtualized lab modules using docker containers on top of the existing Cyber lab exercises from the Naval Postgraduate School (Labtainers) that will make use of various machine learning algorithms for attack vectors and vulnerabilities, such as intrusion detection, malware analysis, spam filters, anomaly detection, etc. Supervised, unsupervised, and semisupervised algorithms and clustering, classification, regression, time-series analysis, and deep learning methodologies will be employed from cybersecurity papers published in journals and conferences with real and synthetic data sets. Each lab module will provide a step-by-step walk-through for the student and end-of-exercise programming exercises. Using current problem formulations from ongoing real research will likely result in student-led submissions to peer-reviewed publications, as both PIs have significant experience in getting students involved in published research. The labs will be shared with other institutions per the target funding agency requirements.<\/p>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"370\" height=\"450\" src=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Suleyman-U_2.jpg\" alt=\" Suleyman Uludag, PhD\n\" class=\"wp-image-635\" srcset=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Suleyman-U_2.jpg 370w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Suleyman-U_2-247x300.jpg 247w\" sizes=\"auto, (max-width: 370px) 100vw, 370px\" \/><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/directory.umflint.edu\/computer-science-engineering-and-physics\/uludag\" target=\"_blank\" rel=\"noreferrer noopener\">Suleyman Uludag<\/a><\/strong><br>Professor<br>810-766-6735<br><a href=\"mailto:uludag@umich.edu\">uludag@umich.edu<br><\/a><strong>Research: Smart Grid communications, smart meter data collection, security &amp; privacy in the Smart Grid, Cybersecurity education &amp; curriculum development; Routing in Wireless Mesh Networks; Quality-of-Service routing in networks<\/strong><\/p>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"370\" height=\"450\" src=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Halil-B_2.jpg\" alt=\"Halil Bisgin, PhD\n\" class=\"wp-image-636\" srcset=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Halil-B_2.jpg 370w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Halil-B_2-247x300.jpg 247w\" sizes=\"auto, (max-width: 370px) 100vw, 370px\" \/><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/directory.umflint.edu\/computer-science-engineering-and-physics\/bisgin\" target=\"_blank\" rel=\"noreferrer noopener\">Halil Bisgin<\/a><\/strong><br>Associate Professor of Computer Science<br>810-766-6735<br><a href=\"mailto:bisgin@umich.edu\">bisgin@umich.edu<br><\/a><strong>Research: Data Mining &amp; Machine Learning, Social Computing, Biomedical Informatics &amp; Bioinformatics, Parallel Computing<\/strong><\/p>\n\n\t<\/div>\n\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-secondary-color has-alpha-channel-opacity has-secondary-background-color has-background mt-5-mb-5\" \/>\n\n\n\n<h2 class=\"wp-block-heading mt-4 has-primary-color has-text-color\">Project Title: Augmenting Federated Machine Learning with Sensor Fusion for Autonomous Underwater Robotic Teams<\/h2>\n\n\n\n<p>Project Description: Underwater robotic vehicles have emerged as a disruptive technology to support various applications from military concerns to mapping and monitoring marine environments. With increasing levels of autonomy, their impact is further amplified, improving the breath and precision of spacial and temporal measurements. Machine Learning (ML) systems, specifically those which employ deep learning (DL) strategies have gained prominence due to the availability of vast amounts of available data. With this data, we have seen the emergence of systems that outperform humans in many areas. Traditional machine learning approaches as applied to robotics are cumbersome, centralized and mainly occur in isolation Newer methods are moving beyond &#8220;siloed&#8221; learning, leveraging the computational and sensory capacity of a team, to refine the learning model. Our proposed work seeks to rapidly acquire data through constrained and adaptive foraging in dynamic and obscured environments utilizing a hybrid federated learning approach.<\/p>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"370\" height=\"450\" src=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Mark-Allison.jpg\" alt=\"Mark Allison, PhD\n\" class=\"wp-image-609\" srcset=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Mark-Allison.jpg 370w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Mark-Allison-247x300.jpg 247w\" sizes=\"auto, (max-width: 370px) 100vw, 370px\" \/><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/directory.umflint.edu\/computer-science-engineering-and-physics\/markalli\" target=\"_blank\" rel=\"noreferrer noopener\">Mark Allison<\/a><\/strong><br>Associate Professor of Computer Science<br><strong>Research: Model-Driven Software Development, Smartgrid, Intelligent Agents, UAVs<\/strong><br><a href=\"mailto:markalli@umich.edu\">markalli@umich.edu<\/a><\/p>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"370\" height=\"450\" src=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Mihai-B_2.jpg\" alt=\"Mihai Burzo, PhD\n\" class=\"wp-image-637\" srcset=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Mihai-B_2.jpg 370w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Mihai-B_2-247x300.jpg 247w\" sizes=\"auto, (max-width: 370px) 100vw, 370px\" \/><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/directory.umflint.edu\/computer-science-engineering-and-physics\/mburzo\" target=\"_blank\" rel=\"noreferrer noopener\">Mihai Burzo<\/a><\/strong><br>Associate Professor<br>810-766-6735<br><a href=\"mailto:mburzo@umich.edu\">mburzo@umich.edu<br><\/a><strong>Research: Infrared thermal imaging, deception detection, thermal comfort, air diffuser design<\/strong><\/p>\n\n\t<\/div>\n\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-secondary-color has-alpha-channel-opacity has-secondary-background-color has-background mt-5-mb-5\" \/>\n\n\n\n<h2 class=\"wp-block-heading mt-4 has-primary-color has-text-color\">Project Title: Towards Meaningful and Real Refactoring Operations<\/h2>\n\n\n\n<p>Project Description: Up to 75% of the cost of designing a software system can be attributed to post-deployment maintenance and evolution. In this context, Software Refactoring can lower these expenses by raising the software quality. Software Refactoring has several advantages, but its process can be difficult, error-prone, and time-consuming. Thus, automated refactoring tools have been proposed in the literature aiming to deal with these tasks. However, the state-of-the-art tools still lack trustworthiness when suggesting refactorings. In some cases, the recommended refactorings are inadequate or invalid (e.g., if applied, they can affect the code&#8217;s functionality and understanding), leading to developers avoiding such automated tools. Part of this problem is the lack of a comprehensive set of pre-conditions (or rules) used to derive the refactoring recommendation(s). In some cases, these sets of conditions are so simple (or naive) that the refactoring recommendation does not make sense and the developers avoid them and, as a consequence, the automated tools that generate them.<\/p>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"370\" height=\"450\" src=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Thiago-F_2.jpg\" alt=\"Thiago Ferreira, PhD\n\" class=\"wp-image-638\" srcset=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Thiago-F_2.jpg 370w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Thiago-F_2-247x300.jpg 247w\" sizes=\"auto, (max-width: 370px) 100vw, 370px\" \/><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/directory.umflint.edu\/computer-science-engineering-and-physics\/thiagod\">Thiago Ferreira<\/a><br><\/strong>Assistant Professor<br><strong>Research: Software Engineering, Search-based Software Engineering, and Evolutionary Optimization Algorithms<br><\/strong><a href=\"mailto:thiagod@umich.edu\">thiagod@umich.edu<\/a><\/p>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"370\" height=\"450\" src=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Jeff-Y_2.jpg\" alt=\"Jeffrey J. Yackley, PhD\n\" class=\"wp-image-639\" srcset=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Jeff-Y_2.jpg 370w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Jeff-Y_2-247x300.jpg 247w\" sizes=\"auto, (max-width: 370px) 100vw, 370px\" \/><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/directory.umflint.edu\/computer-science-engineering-and-physics\/jyackley\" target=\"_blank\" rel=\"noreferrer noopener\">Jeffrey J. Yackley<\/a><br><\/strong>Assistant Professor<br><strong>Research:<\/strong>\u00a0Software Engineering, Software Architecture, Software Evolution and Maintenance, Applied Artificial Intelligence, Game Design, and Computer Science Education<br><a href=\"mailto:jyackley@umich.edu\">jyackley@umich.edu<\/a><\/p>\n\n\t<\/div>\n\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-secondary-color has-alpha-channel-opacity has-secondary-background-color has-background mt-5-mb-5\" \/>\n\n\n\n<h2 class=\"wp-block-heading mt-4 has-primary-color has-text-color\">Project Title: Improving productivity via decreasing predictive scrap with Xalt<\/h2>\n\n\n\n<p>Project Description: Predictive Scrap<\/p>\n\n\n\n<p>This project seeks to optimize material flow by improving the delivery performance of the vendor base. After analyzing the current value stream map, the research team will create a modeling system that will predict the amount and type of scrap based on orders and materials. The modeling system would collect data to be analyzed and utilized to reduce the inefficiencies in the line. Create a modeling system that would predict the amount and type of scrap based on orders and materials. The modeling system would collect data to be analyzed, and recommend where scrap reduction teams should work next before low-cost scrap materials become larger problems as demand and\/or the scrap will increase over time to become a top 10 issue. The modeling system will include the ability to model future output volumes and mixes for employees at Xalt to see the impact and make informed decisions.. There is an employee upskilling component to the initiative included with the simulation.<\/p>\n\n\n\n<p>Upon completion of this project, we can pursue an NSF grant that supports a collaboration such as ours.<\/p>\n\n\n\n<p><a href=\"https:\/\/beta.nsf.gov\/funding\/opportunities\/experiential-learning-emerging-novel-technologies\" target=\"_blank\" rel=\"noreferrer noopener\">Link to the NSF offering<\/a><\/p>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"370\" height=\"450\" src=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Shirl-Donaldson-PhD-.jpg\" alt=\"Shirl Donaldson, PhD\n\" class=\"wp-image-613\" srcset=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Shirl-Donaldson-PhD-.jpg 370w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Shirl-Donaldson-PhD--247x300.jpg 247w\" sizes=\"auto, (max-width: 370px) 100vw, 370px\" \/><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/directory.umflint.edu\/computer-science-engineering-and-physics\/shirld\" target=\"_blank\" rel=\"noreferrer noopener\">Shirl Donaldson<\/a><\/strong><br>Assistant Professor<br><strong>Research: Project Management, Process Improvement, STEM Education, Entrepreneurship<\/strong><br><a href=\"mailto:shirld@umich.edu\"><strong>shirld@umich.edu<\/strong><\/a><\/p>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"370\" height=\"450\" src=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Thiago-F_2.jpg\" alt=\"Thiago Ferreira, PhD\n\" class=\"wp-image-638\" srcset=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Thiago-F_2.jpg 370w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Thiago-F_2-247x300.jpg 247w\" sizes=\"auto, (max-width: 370px) 100vw, 370px\" \/><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/directory.umflint.edu\/computer-science-engineering-and-physics\/thiagod\" target=\"_blank\" rel=\"noreferrer noopener\">Thiago Ferreira<\/a><br><\/strong>Assistant Professor<br><strong>Research: Software Engineering, Search-based Software Engineering, and Evolutionary Optimization Algorithms<br><\/strong><a href=\"mailto:thiagod@umich.edu\">thiagod@umich.edu<\/a><\/p>\n\n\t<\/div>\n\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-secondary-color has-alpha-channel-opacity has-secondary-background-color has-background mt-5-mb-5\" \/>\n\n\n\n<h2 class=\"wp-block-heading mt-4 has-primary-color has-text-color\">Project Title: OpenLabel &#8211; Free and open-source news media informational labeling<\/h2>\n\n\n\n<p>Project Description: OpenLabel is a free and open-source media labeling Chrome browser extension developed at UM-Flint and designed to work with the Google News feed and Twitter. The extension includes an options menu allowing users to control how the label will be displayed and which categories of information will be included. You can use OpenLabel to become better informed about news articles and their sources before you even open them to read. A working prototype, with features based on user preferences from a representative survey of the US population, is now in the initial phase of testing. Additional features will require developing a deeper repository of data regarding news media sources both local and national which can be easily maintained. Long-term support will require computing resources and funding for such things as web hosting of the backend server as well as advertising of the tool both to consumers and researchers.<\/p>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"370\" height=\"450\" src=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Matthew-Spradling-PhD-.jpg\" alt=\"Matthew Spradling, PhD\n\" class=\"wp-image-614\" srcset=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Matthew-Spradling-PhD-.jpg 370w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Matthew-Spradling-PhD--247x300.jpg 247w\" sizes=\"auto, (max-width: 370px) 100vw, 370px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/directory.umflint.edu\/computer-science-engineering-and-physics\/mjspra\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Matthew Spradling<\/strong><br><\/a>Associate Professor<br>810-766-6735<br><a href=\"mailto:mjspra@umich.edu\">mjspra@umich.edu<br><\/a><strong>Research: Misinformation in Social Media, Coalition Formation, Game Theory, Complexity Theory, Social Networks<\/strong><\/p>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"370\" height=\"450\" src=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Amal-Alhosban.jpg\" alt=\"Amal Alhosban, PhD\n\" class=\"wp-image-618\" srcset=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Amal-Alhosban.jpg 370w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Amal-Alhosban-247x300.jpg 247w\" sizes=\"auto, (max-width: 370px) 100vw, 370px\" \/><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/directory.umflint.edu\/computer-science-engineering-and-physics\/alhosban\" target=\"_blank\" rel=\"noreferrer noopener\">Amal Alhosban<\/a><\/strong><br>Associate Professor of Computer Science<br><strong>Research: Semantic Web, Fault Management and Wireless Network<\/strong><br><a href=\"mailto:alhosban@umich.edu\"><\/a><a href=\"mailto:alhosban@umich.edu\" target=\"_blank\" rel=\"noreferrer noopener\">alhosban@umich.edu<\/a><\/p>\n\n\t<\/div>\n\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-secondary-color has-alpha-channel-opacity has-secondary-background-color has-background mt-5-mb-5\" \/>\n\n\n\n<h2 class=\"wp-block-heading mt-4 has-primary-color has-text-color\">Project Title: Using Consumer-Grade Wearable Devices for Fall Risk Evaluation and Alerts<\/h2>\n\n\n\n<p>Project Description: Falls are a major problem prevalent among older adults. It could cause serious injuries that negatively impact their quality of life and can be life-threatening. Evaluating the fall risk for an individual is typically the first step in preventing falls. The risk of falls is commonly evaluated through clinical measurements using rating scales such as Tinetti Performance Oriented Mobility Assessment and Berg Balance Scale. Physical measurements using IMU and force plates are also employed to evaluate an individual\u2019s physical condition as a means to predict the risk of falls. However, these measurements are typically collected by health professionals in clinical settings or research labs, thus making it less accessible to older adults. Therefore, their risk of falling can only be evaluated infrequently. Moreover, changes in their living environment and health conditions would likely entail more frequent assessments. To fill this gap, the development of consumer-grade wearable devices (e.g. smartwatches) has provided the great potential to pervasively collect simple acceleration measurements and the test results can be used for body motion analysis. In the proposed research, we plan to investigate participants&#8217; structured gait features such as TUG (timed up and go) and unstructured gait features (typical walking style and pace in a natural environment) for identifying potential links between wearable measurements and fall risk. While the types and granularity of data on physical activities that can be collected by consumer-grade wearable devices are more limited than using research-grade IMU sensors, we plan to use IMU sensors as benchmarks and evaluate the resolution and accuracy of the data collected via wearable devices. Signal processing algorithms will be employed to extract the critical patterns from wearable device measurements that could be used for daily monitoring. A machine-learning computational model will be developed to correlate the wearable data to clinical scales. We will also explore the design of a mobile app for older adults to self-administer the fall risk test at home. Our app design will be informed by factors such as one\u2019s physical environment, health condition, fear of falls, etc. and the goal is to develop an integrated system that offers fall risk assessment and provides alerts for older adults.<\/p>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"370\" height=\"450\" src=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Linda-Z_2.jpg\" alt=\"Linda Zhu, PhD\n\" class=\"wp-image-643\" srcset=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Linda-Z_2.jpg 370w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Linda-Z_2-247x300.jpg 247w\" sizes=\"auto, (max-width: 370px) 100vw, 370px\" \/><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/directory.umflint.edu\/computer-science-engineering-and-physics\/nazhu\" target=\"_blank\" rel=\"noreferrer noopener\">Linda Zhu<\/a><br><\/strong>Associate Professor of Mechanical Engineering<br><strong>Research: Acoustics, vibration and noise control<br>signal processing, sensor, and controls, automotive engineering<\/strong><br><a href=\"mailto:nazhu@umich.edu\">nazhu@umich.edu<\/a><\/p>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"370\" height=\"450\" src=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Charlotte-T_2.jpg\" alt=\"Charlotte Tang, PhD\n\" class=\"wp-image-644\" srcset=\"https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Charlotte-T_2.jpg 370w, https:\/\/www-s3.umflint.edu\/wp\/blogs.dir\/10\/files\/2023\/03\/Charlotte-T_2-247x300.jpg 247w\" sizes=\"auto, (max-width: 370px) 100vw, 370px\" \/><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/directory.umflint.edu\/computer-science-engineering-and-physics\/tcharlot\" target=\"_blank\" rel=\"noreferrer noopener\">Charlotte Tang<\/a><\/strong><br>Associate Professor<br>810-766-6735<br><a href=\"mailto:tcharlot@umich.edu\">tcharlot@umich.edu<\/a><br><strong>Research: Human Computer Interaction, Health Informatics, Computer Supported Cooperative Work, Social Computing, Accessible Computing<\/strong><\/p>\n\n\t<\/div>\n\n<\/div>\n\n\t<\/div>\n\n<\/div>\n\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Showcasing our faculty involvement and projects in the START program through the office of research here at UM-Flint [&#8230;]<\/p>\n<p><a class=\"btn btn-secondary understrap-read-more-link\" href=\"https:\/\/www.umflint.edu\/cit\/start\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":38,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-580","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.umflint.edu\/cit\/wp-json\/wp\/v2\/pages\/580","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.umflint.edu\/cit\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.umflint.edu\/cit\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.umflint.edu\/cit\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/www.umflint.edu\/cit\/wp-json\/wp\/v2\/comments?post=580"}],"version-history":[{"count":45,"href":"https:\/\/www.umflint.edu\/cit\/wp-json\/wp\/v2\/pages\/580\/revisions"}],"predecessor-version":[{"id":2822,"href":"https:\/\/www.umflint.edu\/cit\/wp-json\/wp\/v2\/pages\/580\/revisions\/2822"}],"wp:attachment":[{"href":"https:\/\/www.umflint.edu\/cit\/wp-json\/wp\/v2\/media?parent=580"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}