{"id":537492,"date":"2022-10-17T14:12:46","date_gmt":"2022-10-17T18:12:46","guid":{"rendered":"https:\/\/www.rochester.edu\/newscenter\/?p=537492"},"modified":"2022-10-17T14:28:51","modified_gmt":"2022-10-17T18:28:51","slug":"seed-funding-reflects-how-data-science-ar-vr-transform-research-at-rochester-537492","status":"publish","type":"post","link":"https:\/\/www.rochester.edu\/newscenter\/seed-funding-reflects-how-data-science-ar-vr-transform-research-at-rochester-537492\/","title":{"rendered":"Seed funding reflects how data science, AR\/VR transform research at Rochester"},"content":{"rendered":"<h2 style=\"width: 85%; font-weight: bold; line-height: 135%; margin-bottom: 0.5em;\">The University\u2019s Goergen Institute for Data Science supports collaborative projects across all disciplines.<\/h2>\n<p>Ten projects supported with seed funding from the <a href=\"https:\/\/www.sas.rochester.edu\/dsc\/index.html\">Goergen Institute for Data Science<\/a> this year demonstrate how machine learning, artificial intelligence (AI), and augmented and virtual reality (AR\/VR) are transforming the way <a href=\"https:\/\/www.rochester.edu\/\">Ä¢¹½´«Ã½<\/a> researchers\u2014across all disciplines\u2014address challenging problems.<\/p>\n<p>&#8220;I\u2019m very excited about the wide range of collaborative projects we are able to support this year,\u201d says Mujdat Cetin, the Robin and Tim Wentworth Director of the institute<em>.<\/em> \u201cThese projects tackle important and timely problems on data science methods and applications, and I am confident they will lead to significant research contributions and attract external funding.&#8221;<\/p>\n<p>The awards, approximately $20,000 each, help researchers generate sufficient proof-of-concept findings to then attract major external funding.<\/p>\n<p>This year\u2019s projects involve collaborations among engineers, computer scientists, a historian, a biostatistician, and experts in brain and cognitive sciences, earth and environmental science, and palliative care. Their projects include a totally new kind of computing platform, new virtual reality technologies to improve doctor-patient conversations and help people overcome color vision deficiency, and machine learning techniques to make it easier for people to add music to their videos and to enhance AR\/VR immersive experiences based on the unique geometry of each user\u2019s anatomy.<\/p>\n<p>The 2022\u201323 funded projects and their principal investigators are:<\/p>\n<ul>\n<li><strong>Ising Boltzmann Substrate for Energy-Based Models<\/strong><br \/>\n<em>Co-PIs: <strong>Michael Huang<\/strong>, professor of electrical and computer engineering and of computer science, and <strong>Gonzalo Mateos<\/strong>, associate professor of electrical and computer engineering and of computer science and the Asaro Biggar Family Fellow in Data Science<\/em><\/li>\n<li><strong>A Data-Driven, Virtual Reality-based Approach to Enhance Deficient Color Vision<br \/>\n<\/strong><em>Co-PIs: <strong>Yuhao Zhu<\/strong>, assistant professor of computer science, and <strong>Gaurav Sharma<\/strong>, professor of electrical and computer engineering, of computer science, and of biostatistics and computational biology<\/em><\/li>\n<li><strong>Audiovisual Integration in Virtual Reality Renderings of Real Physical Spaces<br \/>\n<\/strong><em>Co-PIs: <strong>Duje Tadin<\/strong>, professor and chair of brain and cognitive sciences and professor of ophthalmology and of neuroscience; <strong>Ming-Lun Lee<\/strong>, associate professor of electrical and computer engineering; and <strong>Michael Jarvis<\/strong>, associate professor of history<\/em><\/li>\n<li><strong>Personalized Immersive Spatial Audio with Physics Informed Neural Field<br \/>\n<\/strong><em>Co-PIs: <strong>Zhiyao Duan<\/strong>, associate professor of electrical and computer engineering and of computer science, and <strong>Mark Bocko<\/strong>, Distinguished Professor of Electrical and Computer Engineering and professor of physics and astronomy<\/em><\/li>\n<li><strong>Computational Earth Imaging with Machine Learning<br \/>\n<\/strong><em>Co-PIs: <strong>Tolulope Olugboji<\/strong>, assistant professor of earth and environmental sciences, and <strong>Mujdat Cetin<\/strong>, professor of electrical and computer engineering and of computer science, and the Robin and Tim Wentworth Director of the Goergen Institute for Data Science<\/em><\/li>\n<li><strong>Improving Deconvolution Estimates through Bayesian Shrinkage<br \/>\n<\/strong><em>PI<strong>: Matthew McCall<\/strong>, associate professor of biostatistics<\/em><\/li>\n<li><strong>Building a Multi-Step Commonsense Reasoning System for Story Understanding<br \/>\n<\/strong><em>Co-PIs: <strong>Zhen Bai<\/strong>, assistant professor of computer science, and <strong>Lenhart Schubert<\/strong>, professor of computer science<\/em><\/li>\n<li><strong>Versatile and Customizable Virtual Patients to Improve Doctor-Patient Communication<br \/>\n<\/strong><em>Co-PIs: <strong>Ehsan Hoque<\/strong>, associate professor of computer science, and <strong>Ronald Epstein<\/strong>, professor of family medicine and palliative care<\/em><\/li>\n<li><strong>Machine Learning Assisted Femtosecond Laser Fabrication of Efficient Solar Absorbers<br \/>\n<\/strong><em>Co-PIs<strong>: Chunlei Guo<\/strong>, professor of optics, and <strong>Jiebo Luo<\/strong>, Albert Arendt Hopeman Professor of Engineering<br \/>\n<\/em><strong>Rhythm-Aware and Emotion-Aware Video Background Music Generation<br \/>\n<\/strong><em>PI<strong>: Jiebo Luo<\/strong>, Albert Arendt Hopeman Professor of Engineering<\/em><\/li>\n<\/ul>\n<p>Find more information about each of the <a href=\"https:\/\/www.sas.rochester.edu\/dsc\/research\/funding.html\">2022\u201323 funded projects<\/a>.<\/p>\n<hr>\n<h3><strong>Read more<\/strong><\/h3>\n<div class=\"large-up-2\">\n<div class=\"column\" style=\"padding-left: 0px;\"><a href=\"https:\/\/www.rochester.edu\/newscenter\/medical-center-physician-among-first-in-data-science-masters-program-477292\/\"><img decoding=\"async\" style=\"margin-bottom: 10px;\" src=\"https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2021\/05\/2021_commencement-rochester-graduate-erika-ramsdale.jpg\" alt=\"Rochester graduate Erika Ramsdale stands in front of panel of windows.\" \/><strong>Curiosity and a hunch lead Medical Center physician to data science<\/strong><\/a><br \/>\n<span style=\"font-size: .9em;\">With a master\u2019s degree in data science, geriatric oncologist Erika Ramsdale brings a new dimension to research at her clinic.<\/span><\/div>\n<div class=\"column\" style=\"padding-left: 0px;\"><a href=\"https:\/\/www.rochester.edu\/newscenter\/new-training-in-ar-vr-tech-gives-rochester-doctoral-students-an-edge-397062\/\"><img decoding=\"async\" style=\"margin-bottom: 10px;\" src=\"https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2022\/10\/fea-virtual-reality-training.jpg\" alt=\"person sitting in a chair wearing a virtual reality headset and surrounded by speakers as another person adjusts the headset.\" \/><strong>New training in AR\/VR tech gives Rochester doctoral students an edge<\/strong><\/a><br \/>\n<span style=\"font-size: .9em;\">A $1.5 million grant from the National Science Foundation will establish a structured, well-rounded training program for University scholars applying augmented and virtual reality in health, education, design, and other fields.<\/span><\/div>\n<p>&nbsp;<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>The University\u2019s Goergen Institute for Data Science supports collaborative projects across all disciplines.<\/p>\n","protected":false},"author":286,"featured_media":537542,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[116],"tags":[26572,11716,18672,18802,19382,21422,18662,25592,9186],"class_list":["post-537492","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sci-tech","tag-arts-sciences-and-engineering","tag-data-science","tag-department-of-brain-and-cognitive-sciences","tag-department-of-computer-science","tag-department-of-electrical-and-computer-engineering","tag-department-of-history","tag-department-of-physics-and-astronomy","tag-goergen-institute-for-data-science-and-artificial-intelligence","tag-research-funding"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Seed funding reflects how data science, AR\/VR transform 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