ASME

Journal of Computing and Information Science in Engineering

Johann 
Guilleminot, Ph.D.
Civil and Environmental Engineering staff and faculty headshots

Areas of Interest

DATA-DRIVEN ENGINEERING APPLICATIONS
MACHINE LEARNING FOR ENGINEERING APPLICATIONS
NUMERICAL METHODS DEVELOPMENT FOR MODELING
UNCERTAINTY QUANTIFICATION
Duke University
Johann Guilleminot joined Duke on July 1, 2017, as an Associate Professor of Civil and Environmental Engineering. Prior to that, he held a Maître de Conférences position in the Multiscale Modeling and Simulation Laboratory at Université Paris-Est in France. He earned an MS (2005) and PhD (2008) in Theoretical Mechanics from the University of Lille 1 Science and Technology (France), and received his Habilitation (2014) in Mechanics from Université Paris-Est. Habilitation is the highest academic degree in France. Dr. Guilleminot’s research focuses on uncertainty quantification, computational mechanics and materials science, as well as on topics at the interface between these fields. He is particularly interested in the multiscale analysis of linear/nonlinear heterogeneous materials (including biological and engineered ones), homogenization theory, statistical inverse problems and stochastic modeling with applications for computational science and engineering. He received various awards, including the French Early Career Award (2012) and the NSF CAREER Award (2020).

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