George E Karniadakis is the Charles Pitts Robinson and John Palmer Barstow Professor of Applied Mathematics and Professor of Engineering at Brown University . He holds a joint appointment in the Department of Applied Mathematics and has extensive affiliations in Engineering and Computational Biology . His career spans prestigious institutions including MIT, Stanford/NASA Ames, Princeton, Caltech, and Peking University as a Visiting Professor. Karniadakis is a triple Fellow of AAAS, SIAM, and APS, and a distinguished awardee of the SIAM/ACM Prize and Oden Medal . His research focuses on fractional PDEs , uncertainty quantification , mesoscale simulations of biological flows, and fluid-structure interaction problems. He directs the DOE Center on Physics-Informed Learning Machines and leads a MURI project on Physics-Informed Neural Networks . Key Research Areas: Computational fluid dynamics (CFD) and turbulence modeling Stochastic differential equations and polynomial chaos Biomechanics of red blood cells and sickle cell disease Machine learning for physics-informed models Fractional calculus applications in viscoelasticity Multiscale and multi-resolution modeling Scientific Awards: SIAM/ACM Prize in Computational Science & Engineering (2021) SIAM Ralf Kleinman Award (2015) CFD Award (2007) Inaugural J Tinsley Oden Medal (2013) Labs & Teams: Director of DOE Center on Physics-Informed Learning Machines Lead PI of OSD/AFOSR MURI on Physics-Informed Neural Networks Collaborator in multiscale simulations of brain blood flow and arterial networks
