Search Results for author: Kyle D. Morgan

Found 1 papers, 1 papers with code

Physics-constrained, low-dimensional models for MHD: First-principles and data-driven approaches

1 code implementation22 Apr 2020 Alan A. Kaptanoglu, Kyle D. Morgan, Chris J. Hansen, Steven L. Brunton

Galerkin models, obtained by projection of the MHD equations onto a truncated modal basis, and data-driven models, obtained by modern machine learning and system identification, can furnish this gap in the lower levels of the model hierarchy.

Computational Physics Fluid Dynamics Plasma Physics

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