{"id":30,"date":"2025-01-19T23:53:13","date_gmt":"2025-01-19T23:53:13","guid":{"rendered":"https:\/\/wpsites.ucalgary.ca\/hero-lab\/?page_id=30"},"modified":"2025-10-31T17:29:55","modified_gmt":"2025-10-31T17:29:55","slug":"research","status":"publish","type":"page","link":"https:\/\/wpsites.ucalgary.ca\/hero-lab\/research\/","title":{"rendered":"RESEARCH"},"content":{"rendered":"\n<p class=\"has-medium-font-size\"><strong>Ongoing Research<\/strong> (2025~)<\/p>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:25% auto\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" width=\"200\" height=\"212\" data-src=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/logo-small2.png\" alt=\"\" class=\"wp-image-131 size-full lazyload\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 200px; --smush-placeholder-aspect-ratio: 200\/212;\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p><strong>Human-AI System Interaction<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Embodiment of Prostheses\/ Bionics<\/li>\n\n\n\n<li>Quantum Workload and Trust Dynamics<\/li>\n\n\n\n<li>Optimization First Responders and Occupational Safety<\/li>\n\n\n\n<li>Future Pediatric Medical Devices<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p class=\"has-medium-font-size\"><strong>Selected Past Research<\/strong> (~2024)<\/p>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" width=\"1024\" height=\"729\" data-src=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/digi-twin-1024x729.png\" alt=\"\" class=\"wp-image-134 size-full lazyload\" data-srcset=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/digi-twin-1024x729.png 1024w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/digi-twin-300x214.png 300w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/digi-twin-768x547.png 768w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/digi-twin-1536x1094.png 1536w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/digi-twin-1200x855.png 1200w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/digi-twin.png 1716w\" data-sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/729;\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p><a href=\"https:\/\/journals.sagepub.com\/doi\/full\/10.1177\/10711813241261938\">Digital Twin for Amputees: A Bidirectional Interaction Modeling and Prototype with Convolutional Neural Network<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-small-font-size\">Lead student: Jason Wu<\/li>\n\n\n\n<li class=\"has-small-font-size\">Fund: Faculty-mentored Undergraduate Research Support (Santa Clara University) (PI: Dr. Junho Park) <\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" width=\"965\" height=\"584\" data-src=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/r4.png\" alt=\"\" class=\"wp-image-75 size-full lazyload\" data-srcset=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/r4.png 965w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/r4-300x182.png 300w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/r4-768x465.png 768w\" data-sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 965px; --smush-placeholder-aspect-ratio: 965\/584;\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p><a href=\"https:\/\/journals.sagepub.com\/doi\/abs\/10.1177\/10711813241261948\">Prototype Biofeedback Augmented Reality Glasses for Workload Detection with Machine Learning<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-small-font-size\">Lead student: Vikram Jangid<\/li>\n\n\n\n<li class=\"has-small-font-size\">Fund: Faculty-mentored Undergraduate Research Support (Santa Clara University) (PI: Dr. Junho Park) <\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" width=\"291\" height=\"532\" data-src=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/VR-training.png\" alt=\"\" class=\"wp-image-126 size-full lazyload\" data-srcset=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/VR-training.png 291w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/VR-training-164x300.png 164w\" data-sizes=\"(max-width: 291px) 85vw, 291px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 291px; --smush-placeholder-aspect-ratio: 291\/532;\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p><a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/10394286\">Comparison usability of upper-limb prosthetic between virtual reality and real-world<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-small-font-size\">Fund: <a href=\"https:\/\/www.nsf.gov\/awardsearch\/showAward?AWD_ID=2041889&amp;HistoricalAwards=false\">NSF &#8211; 1856676<\/a> (PI: Dr. Maryam Zahabi)<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" width=\"638\" height=\"358\" data-src=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/r2.png\" alt=\"\" class=\"wp-image-73 size-full lazyload\" data-srcset=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/r2.png 638w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/r2-300x168.png 300w\" data-sizes=\"(max-width: 638px) 85vw, 638px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 638px; --smush-placeholder-aspect-ratio: 638\/358;\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p><a href=\"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/00140139.2023.2221413\">Cognitive Workload Classification and Prediction&nbsp;<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-small-font-size\">Fund: <a href=\"https:\/\/www.nsf.gov\/awardsearch\/showAward?AWD_ID=2041889&amp;HistoricalAwards=false\">NSF &#8211; 1856676<\/a> (PI: Dr. Maryam Zahabi)<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" width=\"690\" height=\"672\" data-src=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/HPM-UP.png\" alt=\"\" class=\"wp-image-114 size-full lazyload\" data-srcset=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/HPM-UP.png 690w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/HPM-UP-300x292.png 300w\" data-sizes=\"(max-width: 690px) 85vw, 690px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 690px; --smush-placeholder-aspect-ratio: 690\/672;\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0003687024001212\">Usability Predictor: Human Performance Model &#8211; Upper Limb (HPM-UP)<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-small-font-size\"><a href=\"https:\/\/github.com\/hsilab\/hpmup\">Source code<\/a><\/li>\n\n\n\n<li class=\"has-small-font-size\">Fund: <a href=\"https:\/\/www.nsf.gov\/awardsearch\/showAward?AWD_ID=2041889&amp;HistoricalAwards=false\">NSF &#8211; 2041889<\/a> (PI: Dr. Maryam Zahabi)<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" width=\"1024\" height=\"400\" data-src=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/N-CPM-1024x400.png\" alt=\"\" class=\"wp-image-116 size-full lazyload\" data-srcset=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/N-CPM-1024x400.png 1024w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/N-CPM-300x117.png 300w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/N-CPM-768x300.png 768w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/N-CPM-1200x468.png 1200w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/N-CPM.png 1240w\" data-sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/400;\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0003687023001928\">Novice &#8211; Cognitive Performance Model (N-CPM)<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-small-font-size\"><a href=\"https:\/\/github.com\/hsilab\/ncpm_v1.0\">Source code<\/a><\/li>\n\n\n\n<li class=\"has-small-font-size\">Fund: <a href=\"https:\/\/www.nsf.gov\/awardsearch\/showAward?AWD_ID=2041889&amp;HistoricalAwards=false\">NSF &#8211; 2041889<\/a> (PI: Dr. Maryam Zahabi)<\/li>\n\n\n\n<li class=\"has-small-font-size\">Collaboration: College Station\/ Houston Police Department (Texas, USA)<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" width=\"928\" height=\"807\" data-src=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/dolci.png\" alt=\"\" class=\"wp-image-120 size-full lazyload\" data-srcset=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/dolci.png 928w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/dolci-300x261.png 300w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/dolci-768x668.png 768w\" data-sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 928px; --smush-placeholder-aspect-ratio: 928\/807;\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0003687023001187\">Design for Older adults Living with Cognitive Impairments (DOLCI)<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-small-font-size\">Fund: Texas A&amp;M Triads for Transformation&nbsp;(T3) (PI: Dr. Maryam Zahabi)<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" width=\"814\" height=\"597\" data-src=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/drv.png\" alt=\"\" class=\"wp-image-165 size-full lazyload\" data-srcset=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/drv.png 814w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/drv-300x220.png 300w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/drv-768x563.png 768w\" data-sizes=\"(max-width: 814px) 85vw, 814px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 814px; --smush-placeholder-aspect-ratio: 814\/597;\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p><a href=\"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/00140139.2022.2069868\" data-type=\"link\" data-id=\"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/00140139.2022.2069868\">Effects of unreliable automation, non-driving related task, and takeover time budget on drivers\u2019 takeover performance and workload<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-small-font-size\">Fund: SAFE-D (PI: Dr. Maryam Zahabi)<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" width=\"615\" height=\"400\" data-src=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/emg.png\" alt=\"\" class=\"wp-image-157 size-full lazyload\" data-srcset=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/emg.png 615w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/emg-300x195.png 300w\" data-sizes=\"(max-width: 615px) 85vw, 615px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 615px; --smush-placeholder-aspect-ratio: 615\/400;\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p><a href=\"https:\/\/journals.sagepub.com\/doi\/abs\/10.1177\/1071181320641021\">Re-designing ambulance in-vehicle display based on computational human performance modeling<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-small-font-size\">Collaboration: Texas A&amp;M Emergency Medical Service (EMS)<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" width=\"965\" height=\"433\" data-src=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/analy.png\" alt=\"\" class=\"wp-image-169 size-full lazyload\" data-srcset=\"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/analy.png 965w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/analy-300x135.png 300w, https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-content\/uploads\/sites\/155\/2025\/02\/analy-768x345.png 768w\" data-sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 965px; --smush-placeholder-aspect-ratio: 965\/433;\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p><a href=\"https:\/\/journals.sagepub.com\/doi\/abs\/10.1177\/1071181321651092\">Interactive Human Performance Modeling Tool for Mobile Applications<\/a><\/p>\n\n\n\n<p class=\"has-small-font-size\"><\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Ongoing Research (2025~) Selected Past Research (~2024) Interactive Human Performance Modeling Tool for Mobile Applications<\/p>\n","protected":false},"author":712,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"ngg_post_thumbnail":0,"footnotes":""},"class_list":["post-30","page","type-page","status-publish","hentry"],"featured_image_src":null,"featured_image_src_square":null,"_links":{"self":[{"href":"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-json\/wp\/v2\/pages\/30","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-json\/wp\/v2\/users\/712"}],"replies":[{"embeddable":true,"href":"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-json\/wp\/v2\/comments?post=30"}],"version-history":[{"count":34,"href":"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-json\/wp\/v2\/pages\/30\/revisions"}],"predecessor-version":[{"id":289,"href":"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-json\/wp\/v2\/pages\/30\/revisions\/289"}],"wp:attachment":[{"href":"https:\/\/wpsites.ucalgary.ca\/hero-lab\/wp-json\/wp\/v2\/media?parent=30"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}