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George E. Karniadakis is the Charles Pitts Robinson John Palmer Barstow Professor of Applied Mathematics at Brown University. His research is extensively focused on applying mathematical methods and computational techniques to solve complex problems in engineering and biomedicine. He has made significant contributions to the development of computational approaches in machine learning, physics-informed neural networks, and stochastic multiscale modeling. His work has been pivotal in advancing the use of these methods for practical applications, enhancing the understanding and manipulation of systems in various scientific fields. Beyond his academic pursuits, Karniadakis has been recognized as a Highly Cited Researcher and has received prestigious awards including the G.I. Taylor Medal. He leads the CRUNCH group at Brown University, which emphasizes research collaboration and innovation in applied mathematics and engineering.
Department: Department of Economics