{"id":397183,"date":"2025-07-11T14:04:29","date_gmt":"2025-07-11T18:04:29","guid":{"rendered":"https:\/\/www.yorku.ca\/yfile\/?p=397183"},"modified":"2025-07-13T16:59:07","modified_gmt":"2025-07-13T20:59:07","slug":"12-1m-in-nserc-grants-to-drive-science-engineering-research-at-york-u","status":"publish","type":"post","link":"https:\/\/www.yorku.ca\/yfile\/2025\/07\/11\/12-1m-in-nserc-grants-to-drive-science-engineering-research-at-york-u\/","title":{"rendered":"$12.1M in NSERC grants to drive science, engineering research\u00a0at York U"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">Sixty-eight grants for innovative research projects in science and engineering at York University will drive positive, real-world change with more than $12.1 million in funding support from the Natural Sciences &amp; Engineering Research Council of Canada (NSERC).&nbsp;<\/h3>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Announced by the federal government July 9, the funded initiatives are included in NSERC\u2019s 2025 Discovery Grants, Discovery Launch Supplements, Sub-atomic Physics (SAP) Discovery Grants, Northern Research Supplements and Research Tools and Instruments Grants.&nbsp;<\/p>\n\n\n\n<p>Led by 57 York researchers, the projects encompass a wide range of innovative topics, supporting diverse research interests and significant advancements across multiple domains.\u00a0Researchers represent several Faculties and Schools at York, including the <a href=\"https:\/\/www.yorku.ca\/gradstudies\/\" target=\"_blank\" rel=\"noreferrer noopener\">Faculty of Graduate Studies<\/a>, <a href=\"https:\/\/www.yorku.ca\/health\/\" target=\"_blank\" rel=\"noreferrer noopener\">Faculty of Health<\/a>,\u00a0<a href=\"https:\/\/lassonde.yorku.ca\/\" target=\"_blank\" rel=\"noreferrer noopener\">Lassonde School of Engineering<\/a>, <a href=\"https:\/\/www.yorku.ca\/laps\/\" target=\"_blank\" rel=\"noreferrer noopener\">Faculty of Liberal Arts &amp; Professional Studies<\/a>, <a href=\"https:\/\/schulich.yorku.ca\/\" target=\"_blank\" rel=\"noreferrer noopener\">Schulich School of Business<\/a> and <a href=\"https:\/\/www.yorku.ca\/science\/\" target=\"_blank\" rel=\"noreferrer noopener\">Faculty of Science<\/a>.\u00a0<\/p>\n\n\n\n<p><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"683\" height=\"683\" src=\"https:\/\/www.yorku.ca\/yfile\/wp-content\/uploads\/sites\/889\/2022\/05\/AmirAsif-photograph-for-YFile-square-orientation-Krista-Davidson-indicated-photo-is-preferred-for-2022.jpg\" alt=\"Amir Asif\" class=\"wp-image-314963\" style=\"width:291px;height:auto\" srcset=\"https:\/\/www.yorku.ca\/yfile\/wp-content\/uploads\/sites\/889\/2022\/05\/AmirAsif-photograph-for-YFile-square-orientation-Krista-Davidson-indicated-photo-is-preferred-for-2022.jpg 683w, https:\/\/www.yorku.ca\/yfile\/wp-content\/uploads\/sites\/889\/2022\/05\/AmirAsif-photograph-for-YFile-square-orientation-Krista-Davidson-indicated-photo-is-preferred-for-2022-400x400.jpg 400w, https:\/\/www.yorku.ca\/yfile\/wp-content\/uploads\/sites\/889\/2022\/05\/AmirAsif-photograph-for-YFile-square-orientation-Krista-Davidson-indicated-photo-is-preferred-for-2022-150x150.jpg 150w, https:\/\/www.yorku.ca\/yfile\/wp-content\/uploads\/sites\/889\/2022\/05\/AmirAsif-photograph-for-YFile-square-orientation-Krista-Davidson-indicated-photo-is-preferred-for-2022-600x600.jpg 600w\" sizes=\"auto, (max-width: 683px) 100vw, 683px\" \/><figcaption class=\"wp-element-caption\">Amir Asif<\/figcaption><\/figure>\n<\/div>\n\n\n<p>\u201cNSERC's support for these projects plays a vital role in enabling our researchers to pursue fundamental research that lays the groundwork for future innovation and addresses some of the most pressing challenges of our time,\u201d says <strong>Amir Asif<\/strong>, vice-president research and innovation.<\/p>\n\n\n\n<p>A major area of focus for the funded projects is cutting-edge technology, such as machine learning and artificial intelligence (AI) applications in areas including cloud computing, intelligent systems and neural networks. Other projects will explore natural sciences through the study of bacterial proteins and the dynamics of disease transmission, highlighting interdisciplinary research that bridges engineering, health sciences and environmental studies.&nbsp;<\/p>\n\n\n\n<p>Sustainable engineering practices will also be central to many projects, addressing the increasing demand for responsible operations and environmental stewardship in supply chains. Projects that focus on physical science and materials engineering aim to deepen understanding of structural properties and explore RNA (ribonucleic acid) modification and energy-efficient technologies, supporting research at the intersection of biology and engineering.\u00a0<\/p>\n\n\n\n<p>Several of the York-funded projects will focus on developing tools and methodologies for experimental modelling and simulations, showcasing the University\u2019s commitment to innovation in tackling complex scientific challenges.&nbsp;<\/p>\n\n\n\n<p>\u201cThis important operating support will not only propel York's interdisciplinary research approach but will also contribute to broader efforts in fostering innovation and collaboration, emphasizing the essential connections between engineering, health sciences and environmental studies,\u201d says Asif. \u201cCongratulations to all of York\u2019s recipients.\u201d&nbsp;<\/p>\n\n\n\n<p>For a complete list of York University\u2019s recipients, see below.&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<p><strong>Robert Allison<\/strong>, Lassonde School of Engineering&nbsp;<br>Embodiment in virtual and augmented reality&nbsp;<br>$44,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Aijun An<\/strong>, Lassonde School of Engineering&nbsp;<br>Knowledge-Enhanced Deep Learning and Decision Making&nbsp;<br>$62,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Amir Asif<\/strong>, Lassonde School of Engineering&nbsp;<br>Fully Decentralized, Event-Triggered, and Robust Federated Learning Algorithms for Large-Scale Engineering Applications&nbsp;<br>$43,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Gerald Audette<\/strong>, Faculty of Science&nbsp;<br>Structural and Functional Studies of Bacterial Secretion System Proteins&nbsp;<br>$49,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Mark Bayfield<\/strong>, Faculty of Science&nbsp;<br>Non-canonical roles of RNA modification enzymes in S. pombe&nbsp;<br>$56,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Solomon Boakye-Yiadom<\/strong>, Lassonde School of Engineering&nbsp;<br>Engineering Deformation-Resistant Lightweight Alloys Through the Synergy of Machine Learning and Metal Additive Manufacturing&nbsp;<br>$43,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Christopher Caputo<\/strong>, Faculty of Science&nbsp;<br>Redox-Active Main Group Compounds for Small-Molecule Activation&nbsp;<br>$61,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Gene Cheung<\/strong>, Lassonde School of Engineering&nbsp;<br>Graph Learning &amp; Signal Processing for Energy-\/Parameter-Efficient &amp; Interpretable Neural Networks&nbsp;<br>$43,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Aleksander Czekanski<\/strong>, Lassonde School of Engineering&nbsp;<br>Multi-Physics Multi-scale Framework and Applications for Controlling Properties of Heterogenous Soft Materials&nbsp;<br>$48,000 annually for five years: Discovery Grants program&nbsp;<br><strong><em>and<\/em><\/strong>&nbsp;<br>In-Situ Multi-Scale Characterization and Anisotropy Control of Magnetorheological Soft Materials&nbsp;<br>$150,000 over one year: Research Tools and Instruments program&nbsp;<\/p>\n\n\n\n<p><strong>Vibhuti Dhingra<\/strong>, Schulich School of Business&nbsp;<br>Advancing Sustainable and Responsible Operations in Supply Chains and Manufacturing&nbsp;<br>$32,546 annually for five years: Discovery Grants program&nbsp;<br><strong><em>and<\/em><\/strong>&nbsp;<br>Advancing Sustainable and Responsible Operations in Supply Chains and Manufacturing&nbsp;<br>$12,500 over one year: Discovery Launch Supplements program&nbsp;<\/p>\n\n\n\n<p><strong>Adam Diamant<\/strong>, Schulich School of Business&nbsp;<br>Operations Analytics with Applications to Health Services&nbsp;<br>$38,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Logan Donaldson<\/strong>, Faculty of Science&nbsp;<br>The structural basis of neuronal signaling from the synapse to nucleus&nbsp;<br>$39,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Yuqing Feng<\/strong>, Faculty of Science&nbsp;<br>Examining the mechanisms of mutagenesis during antibody gene diversification&nbsp;<br>$44,000 annually for five years: Discovery Grants program&nbsp;<br><strong><em>and<\/em><\/strong>&nbsp;<br>Examining the mechanisms of mutagenesis during antibody gene diversification&nbsp;<br>$12,500 over one year: Discovery Launch Supplements program&nbsp;<\/p>\n\n\n\n<p><strong>Gerd Grau<\/strong>, Lassonde School of Engineering&nbsp;<br>3D Sensor Systems by Additive Manufacturing&nbsp;<br>$48,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Tara Haas<\/strong>, Faculty of Health&nbsp;<br>Advanced microscopy and image analysis workstation&nbsp;<br>$149,941 over one year: Research Tools and Instruments program&nbsp;<\/p>\n\n\n\n<p><strong>Ronald Hanson<\/strong>, Lassonde School of Engineering &nbsp;<br>Engineering Active Turbulence: Simulating Complex On-Road Environments for Laboratory-Scale Testing&nbsp;<br>$48,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Denise Henriques<\/strong>, Faculty of Health&nbsp;<br>Internal state and task dynamics in motor learning&nbsp;<br>$49,000 annually for five years:&nbsp;Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>David Hood<\/strong>, Faculty of Health&nbsp;<br>Cryostat for muscle health research&nbsp;<br>$69,339 over one year: Research Tools and Instruments program&nbsp;<\/p>\n\n\n\n<p><strong>Bruce Howard Jr<\/strong>, Faculty of Science&nbsp;<br>Enhancing oscillation constraint capabilities with the Deep Underground Neutrino Experiment via the Near Detector&nbsp;<br>$43,000 annually for two years: Discovery Grants program \u2013 Subatomic Physics&nbsp;<\/p>\n\n\n\n<p><strong>Philip Johnson<\/strong>, Faculty of Science&nbsp;<br>Functional and structural characterization of DNA aptamer-small molecule complexes&nbsp;<br>$44,000 annually for five years: Discovery Grants program&nbsp;<br><strong><em>and<\/em><\/strong>&nbsp;<br>An Isothermal Titration Calorimeter for Characterizing the Affinity and Thermodynamics of Biomolecular Interactions&nbsp;<br>$150,000 over one year: Research Tools and Instruments program&nbsp;<\/p>\n\n\n\n<p><strong>Stephanie Jones<\/strong>, Faculty of Science&nbsp;<br>Transformations of atmospheric aerosols &amp; environmentally relevant interfaces&nbsp;<br>$35,000 annually for five years: Discovery Grants program&nbsp;<br><strong><em>and<\/em><\/strong>&nbsp;<br>Transformations of atmospheric aerosols &amp; environmentally relevant interfaces&nbsp;<br>$12,500 over one year: Discovery Launch Supplements program&nbsp;<\/p>\n\n\n\n<p><strong>Shahin Kamali<\/strong>, Lassonde School of Engineering&nbsp;<br>Algorithmic Solutions for Navigating Uncertainty: Practical Models, Predictions, and Fairness&nbsp;<br>$47,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Roger Kempers<\/strong>, Lassonde School of Engineering&nbsp;<br>Leveraging Additive Manufacturing for Thermal Technology Development&nbsp;<br>$43,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Hamzeh Khazaei<\/strong>, Lassonde School of Engineering&nbsp;<br>Performant and Available Machine Learning Systems on Cloud&nbsp;<br>$42,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Tom Kirchner<\/strong>, Faculty of Science&nbsp;<br>Few-Particle Dynamics in Atomic and Molecular Systems Driven by Time-Dependent Interactions&nbsp;<br>$40,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Konstantinos Kontogiannis<\/strong>, Lassonde School of Engineering&nbsp;<br>Modeling and Assessing Compliance in Microservice Systems&nbsp;<br>$37,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Nikola Kovinich<\/strong>, Faculty of Science&nbsp;<br>Mechanism and Evolution of the Phytoalexin Transcription Factor Network&nbsp;<br>$39,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Regina Lee<\/strong>, Lassonde School of Engineering&nbsp;<br>Satellite Technologies for Secure and Sustainable Space&nbsp;<br>$43,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Zhenhao Li<\/strong>, Faculty of Liberal Arts &amp; Professional Studies&nbsp;<br>Towards Intelligent Automation in DevOps: Enhancing Collaboration, Observability, and Reliability&nbsp;<br>$36,000 annually for five years: Discovery Grants program&nbsp;<br><strong><em>and<\/em><\/strong>&nbsp;<br>Towards Intelligent Automation in DevOps: Enhancing Collaboration, Observability, and Reliability&nbsp;<br>$12,500 over one year: Discovery Launch Supplements program&nbsp;<\/p>\n\n\n\n<p><strong>Sotirios Liaskos<\/strong>, Faculty of Liberal Arts &amp; Professional Studies&nbsp;<br>Supporting Evidence-based Evaluation of Conceptual Modeling Languages&nbsp;<br>$37,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Marin Litoiu<\/strong>, Faculty of Liberal Arts &amp; Professional Studies&nbsp;<br>Engineering Adaptive Generative AI Systems&nbsp;<br>$55,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Xuan Luo<\/strong>, Faculty of Liberal Arts &amp; Professional Studies&nbsp;<br>Fair and Efficient Data Valuation in Data Markets&nbsp;<br>$36,000 annually for five years: Discovery Grants program&nbsp;<br><strong><em>and<\/em><\/strong>&nbsp;<br>Fair and Efficient Data Valuation in Data Markets&nbsp;<br>$12,500 over one year: Discovery Launch Supplements program<\/p>\n\n\n\n<p><strong>Ian MacKenzie<\/strong>, Lassonde School of Engineering&nbsp;<br>Motor-sensory Optimization of Augmented and Multimodal User Interfaces&nbsp;<br>$37,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Neal Madras<\/strong>, Faculty of Science&nbsp;<br>Lattice Models of Polymers&nbsp;<br>$37,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Sebastian Magierowski<\/strong>, Lassonde School of Engineering&nbsp;<br>Systems on Chip for Miniature DNA Sequencing&nbsp;<br>$63,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Garrett Melenka<\/strong>, Lassonde School of Engineering&nbsp;<br>Diital Volume Correlation Analysis of Composite Structures&nbsp;<br>$38,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Jonathan Michaels<\/strong>, Faculty of Health&nbsp;<br>Investigating the neural basis of closed-loop arm and hand control&nbsp;<br>$44,000 annually for five years: Discovery Grants program&nbsp;<br><strong><em>and<\/em><\/strong>&nbsp;<br>Investigating the neural basis of closed-loop arm and hand control&nbsp;<br>$12,500 over one year: Discovery Launch Supplements program&nbsp;<\/p>\n\n\n\n<p><strong>John Moores<\/strong>, Lassonde School of Engineering&nbsp;<br>Exploring Past, Present and Future Solar System Atmospheric Volatile Processes&nbsp;<br>$60,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Iain Moyles<\/strong>, Faculty of Science&nbsp;<br>Limited, sparse, and unavailable data: A renaissance for mathematical modelling&nbsp;<br>$37,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Mohamed Omar<\/strong>, Faculty of Science&nbsp;<br>Polynomial Techniques in Discrete Mathematics&nbsp;<br>$32,800 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Spiros Pagiatakis<\/strong>, Lassonde School of Engineering&nbsp;<br>Exploring the Earth system with low Earth orbiters&nbsp;<br>$36,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Manos Papagelis<\/strong>, Faculty of Graduate Studies&nbsp;<br>High-Performance Computing Infrastructure for AI and Data Science Research&nbsp;<br>$150,000 over one year: Research Tools and Instruments program&nbsp;<\/p>\n\n\n\n<p><strong>Michael Paris<\/strong>, Faculty of Health&nbsp;<br>Neuromuscular control of force and velocity output in the human hand&nbsp;<br>$44,000 annually for five years: Discovery Grants program&nbsp;<br><strong><em>and<\/em><\/strong>&nbsp;<br>Neuromuscular control of force and velocity output in the human hand&nbsp;<br>$12,500 over one year: Discovery Launch Supplements program&nbsp;<\/p>\n\n\n\n<p><strong>Matthew Perras<\/strong>, Lassonde School of Engineering&nbsp;<br>Discovering the role of climate change on long-term rock behaviour with the assistance of machine learning&nbsp;<br>$38,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Christopher Perry<\/strong>, Faculty of Health&nbsp;<br>The regulation of glucose contributions to biomass in striated muscle&nbsp;<br>$49,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Md Enamul Hoque Prince<\/strong>, Faculty of Liberal Arts &amp; Professional Studies&nbsp;<br>Human-AI Interactions for Democratizing Visual Analytics&nbsp;<br>$37,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Afshin Rezaei Zare<\/strong>, Lassonde School of Engineering&nbsp;<br>Advanced Strategies and Solution Techniques for Power Grid Resilience Against Geomagnetic Disturbances&nbsp;<br>$48,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Lauren Sergio<\/strong>, Faculty of Health&nbsp;<br>Gender in Action: How gender, age, and experience affect the neural control of eye-hand coordination&nbsp;<br>$39,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Yi Sheng<\/strong>, Faculty of Science&nbsp;<br>The Role of Ubiquitin in Epigenetic Regulation&nbsp;<br>$39,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Paul Szeptycki<\/strong>, Faculty of Science&nbsp;<br>Convergence, compactness and separation&nbsp;<br>$32,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Hina Tabassum<\/strong>, Lassonde School of Engineering&nbsp;<br>Towards Deployable and Explainable Artificial Intelligence (AI) Solutions for Joint Sensing and Communications in Next Generation Wireless Networks&nbsp;<br>$54,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Ruth Urner<\/strong>, Lassonde School of Engineering&nbsp;<br>Theoretical Foundations for Transparency and Robustness in Machine Learning&nbsp;<br>$37,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Song Wang<\/strong>, Lassonde School of Engineering&nbsp;<br>Towards Building Reliable Machine Learning Systems&nbsp;<br>$37,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Liang Xue<\/strong>, Faculty of Liberal Arts &amp; Professional Studies&nbsp;<br>Privacy-preserving Artificial Intelligence for User-centric Data Protection in Next-generation Networks&nbsp;<br>$38,000 annually for five years: Discovery Grants program&nbsp;<br><strong><em>and<\/em><\/strong>&nbsp;<br>Privacy-preserving Artificial Intelligence for User-centric Data Protection in Next-generation Networks&nbsp;<br>$12,500 over one year: Discovery Launch Supplements program&nbsp;<\/p>\n\n\n\n<p><strong>Xijuan Zhang<\/strong>, Faculty of Health&nbsp;<br>Improving the Evaluation of Structural Model Fit&nbsp;<br>$31,000 annually for five years: Discovery Grants program&nbsp;<br><strong><em>and<\/em><\/strong>&nbsp;<br>Improving the Evaluation of Structural Model Fit&nbsp;<br>$12,500 over one year: Discovery Launch Supplements program&nbsp;<\/p>\n\n\n\n<p><strong>Huaiping Zhu<\/strong>, Faculty of Science&nbsp;<br>Modelling and dynamics for the transmission of mosquito-borne diseases in Canada&nbsp;<br>$37,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n\n\n\n<p><strong>Georg Zoidl<\/strong>, Faculty of Health&nbsp;<br>Role of pannexins in sensory systems of the zebrafish&nbsp;<br>$49,000 annually for five years: Discovery Grants program&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>With 68 grants from the Natural Sciences &#038; Engineering Research Council of Canada (NSERC), York University continues to lead cutting-edge research on diverse topics from artificial intelligence to disease dynamics.<\/p>\n","protected":false},"author":2386,"featured_media":397229,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","footnotes":""},"categories":[19,25,22],"tags":[56,6,7,63,61,10,20,21,46,15,36,4],"yfileauthor":[204],"qualifier":[198],"yfile-author":[304],"tags-to-show":[160,147,167,162,168,150,173,154,165,158,157],"workflow":[],"class_list":["post-397183","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-awards-recognition","category-editors-picks","category-research-innovation","tag-ai","tag-faculty","tag-fgs","tag-faculty-of-health","tag-science","tag-laps","tag-lassonde","tag-research","tag-schulich","tag-sdg","tag-sustainability","tag-yfile","yfileauthor-yfilestaff","qualifier-by","yfile-author-ashley-goodfellow-craig","tags-to-show-artificial-intelligence-ai","tags-to-show-faculty","tags-to-show-faculty-of-graduate-studies","tags-to-show-faculty-of-health","tags-to-show-faculty-of-science","tags-to-show-laps","tags-to-show-lassonde","tags-to-show-research","tags-to-show-schulich","tags-to-show-sdg","tags-to-show-sustainability"],"acf":{"internal_publish_date":null,"original_image":null},"yoast_head":"<!-- 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