Structure-preserving Reduced Order Modeling of non-traditional Shallow Water Equation
Süleyman Yıldız, Murat Uzunca, Bülent Karasözen
备注:
17 pages, 7 figures. arXiv admin note: text overlap with arXiv:1907.09406
发表信息:
In: Benner P., Breiten T., Faßbender H., Hinze M., Stykel T., Zimmermann R. (eds) Model Reduction of Complex Dynamical Systems. International Series of Numerical Mathematics, vol 171. Cham, 2021
An energy preserving reduced order model is developed for the nontraditional shallow water equation (NTSWE) with full Coriolis force. The NTSWE in the noncanonical Hamiltonian/Poisson form is discretized in space by finite differences. The resulting system of ordinary differential equations is integrated in time by the energy preserving average vector field (AVF) method. The Poisson structure of the NTSWE in discretized exhibits a skew-symmetric matrix depending on the state variables. An energy preserving, computationally efficient reduced-order model (ROM) is constructed by proper orthogonal decomposition with Galerkin projection. The nonlinearities are computed for the ROM efficiently by discrete empirical interpolation method. Preservation of the semi-discrete energy and the enstrophy are shown for the full order model, and for the ROM which ensures the long term stability of the solutions. The accuracy and computational efficiency of the ROMs are shown by two numerical test problems
On Hyperbolic Stochastic Galerkin Projections of Shallow Water Linearised Moment Equations
Bernoulli Institute, University of Groningen(格罗宁根大学伯努利研究所);CogniGron (Groningen Cognitive Systems and Materials Centre), University of Groningen(格罗宁根大学认知系统材料中心(CogniGron));Department of Mathematics, Computer Science and Statistics, Ghent University(根特大学数学、计算机科学与统计系)
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Memorial University of Newfoundland(纽芬兰纪念大学);Imperial College London(伦敦帝国学院);École Normale Supérieure/CNRS, Laboratoire de Météorologie Dynamique(巴黎高等师范学院/法国国家科学研究中心,动态气象实验室)
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KU Leuven(荷语鲁汶大学);Peking University(北京大学);Ghent University(根特大学);University of Groningen(格罗宁根大学)