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Quantifying structural uncertainty in the BHR model for variable-density flows
Z. Huang, J. Hayes, G. Iaccarino
In this brief, we try to develop a comprehensive framework to identify, quantify, isolate, and reduce the uncertainties in the original BHR model \citep {Besnard1992} for variable-…
Estimated aleatoric uncertainty from initial and inlet conditions for variable density mixing
Jan Felix Heyse, Zhu Huang, Gianluca Iaccarino
Variable density flows occur in a variety of different systems with a wide range of scales, from astrophysics to atmospheric flows to inertial confinement fusion or reacting flows.…
Pass-efficient methods for compression of high-dimensional turbulent flow data
Alec M. Dunton, Lluís Jofre, Gianluca Iaccarino +1
The future of high-performance computing, specifically on future Exascale computers, will presumably see memory capacity and bandwidth fail to keep pace with data generated, for in…