arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2002.11719math.NAcs.NA
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非传统浅水方程的保结构降阶数值模拟

Structure-preserving Reduced Order Modeling of non-traditional Shallow Water Equation

Süleyman Yıldız, Murat Uzunca, Bülent Karasözen

摘要:

针对非传统浅水方程,建立了一个能量守恒的降阶模型。在非正则哈密顿/泊松形式的NTSWE离散空间有限差分。利用能量保持平均向量场(AVF)方法对所得到的常微分方程系统进行时间积分。离散化后的NTSWE的泊松结构表现出依赖于状态变量的反对称矩阵。利用Galerkin投影正交分解方法构造了一个能量守恒、计算效率高的降阶模型。用离散经验插值方法有效地计算了ROM的非线性。对于全阶模型和ROM,半离散能量和拟能的保持性得到了证明,这确保了解的长期稳定性。两个数值算例验证了ROM的精度和计算效率

英文摘要:

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

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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