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Data-Enabled Computational Mechanics Laboratory

Department of Aerospace and Ocean Engineering
Virginia Tech


(Dr. Xiao is on academic leave during the calendar year 2022)

Many complex systems are characterized by physics at a wide range of scales, for which first-principle-based simulations resolving all scales are prohibitively expensive to run. Consequently, practical simulations rely on low-fidelity models with approximate closure models, which introduce model-form uncertainties and diminish their predictive capabilities. At the Data-Enabled Computational Mechanics Laboratory, we leverage modern data-analytics methods to advance the understanding and predictive modeling of complex, multi-scale physical systems such as turbulent flows and particle-laden multiphase flows. Such systems play important roles in a number of engineering sectors such as aerospace, ocean, civil, and chemical engineering.

Dr. Heng Xiao

The Data-Enabled Computational Mechanics Laboratory is directed by Dr. Heng Xiao. He holds a bachelor’s degree in Civil Engineering from Zhejiang University, China, a master’s degree in Mathematics from the Royal Institute of Technology (KTH), Sweden, and a Ph.D. degree in Civil Engineering from Princeton University, USA.

From 2009 to 2012 Dr. Xiao worked as a Postdoctoral Researcher/Lecturer at the Institute of Fluid Dynamics at ETH Zurich, Switzerland. He joined the Department of Aerospace and Ocean Engineering at Virginia Tech in 2013.

Address: 460 Old Turner St., Blacksburg, VA 24060

311A Randolph Hall
Department of Aerospace and Ocean Engineering, Virginia Tech

Tel: (540) 231 0926