{"id":45124,"date":"2023-08-30T11:18:10","date_gmt":"2023-08-30T15:18:10","guid":{"rendered":"https:\/\/engineering.jhu.edu\/chembe\/?post_type=news&p=45124"},"modified":"2023-11-01T09:00:25","modified_gmt":"2023-11-01T13:00:25","slug":"kevrekidis-part-of-faculty-team-that-receives-u-s-department-of-energy-award","status":"publish","type":"news","link":"https:\/\/engineering.jhu.edu\/chembe\/news\/kevrekidis-part-of-faculty-team-that-receives-u-s-department-of-energy-award\/","title":{"rendered":"Kevrekidis part of faculty team that receives U.S. Department of Energy Award"},"content":{"rendered":"

An interdisciplinary team of Whiting School faculty members has been chosen to receive a\u00a0<\/span>U.S. Department of Energy Award<\/a>.<\/span><\/p>\n

This four-year, $4.8 million grant from the Department of Energy\u2019s Office of Science promotes research on scientific machine learning focused on greater predictive capabilities for scientific simulations.<\/span><\/p>\n

The team is led by\u00a0<\/span>Michael Shields<\/a>\u00a0and includes\u00a0<\/span>Dimitris Giovanis<\/a>, Somdatta Goswami (soon joining\u00a0WSE as a faculty member),\u00a0<\/span>Lori Graham-Brady<\/a>,\u00a0<\/span>Yannis Kevrekidis<\/a>, and\u00a0<\/span>Tamer Zaki<\/a>.<\/span><\/p>\n

Their project, \u201c<\/span>Physics and Uncertainty Informed Latent Operator Learning<\/a>,\u201d seeks to address two of the primary challenges to widespread adoption of scientific machine learning (SciML) methods and their applications in the physical, natural, and engineering sciences: scaling of SciML methods to large-scale problems with highly complex physics and the simultaneous quantification of uncertainty.\u00a0<\/span><\/p>\n

It aims to develop novel physics-informed neural operators that exploit the underlying low-dimensional structure of high-dimensional physics-based models which will focus on applications in fracture mechanics of additively manufactured composites and high-speed fluid flow.\u00a0<\/span><\/p>\n","protected":false},"template":"","class_list":["post-45124","news","type-news","status-publish","hentry","news_categories-awards-and-honors","news_categories-faculty","news_categories-research"],"acf":[],"yoast_head":"\nKevrekidis part of faculty team that receives U.S. Department of Energy Award - Department of Chemical and Biomolecular Engineering<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/engineering.jhu.edu\/chembe\/news\/kevrekidis-part-of-faculty-team-that-receives-u-s-department-of-energy-award\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Kevrekidis part of faculty team that receives U.S. Department of Energy Award - Department of Chemical and Biomolecular Engineering\" \/>\n<meta property=\"og:description\" content=\"An interdisciplinary team of Whiting School faculty members has been chosen to receive a\u00a0U.S. Department of Energy Award. 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