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Multirate Time Integration Algorithms for Adaptive Simulations of PDEs

Multirate Time Integration Algorithms for Adaptive Simulations of PDEs
用于偏微分方程自适应模拟的多速率时间积分算法
批准号:
0515170
负责人:
Adrian Sandu
金额:
$18.0万
依托单位国家:
美国
项目类别:
Continuing Grant
财政年份:
2005
资助国家:
美国
项目状态:
已结题
起止时间:
2005-08-15 至 2009-07-31

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英文摘要
ABSTRACT0515170 Adrian SanduVirginia Polytechnic Institute and State UniversityMULTIRATE TIME INTEGRATION ALGORITHMS FOR ADAPTIVE SIMULATIONS OF PDESLarge scale simulations of time-dependent partial differential equations (PDEs) often involve grids of multiple resolutions covering different subdomains. When explicit temporal integration is employed, stability requirements restrict the global simulation time step. The time step bound is driven by the finest mesh patch or by the highest wave velocity, and is typically (much) smaller than necessary for other variables in the computational domain. Improvements in the efficiency and overall simulation capabilities require the development of new, adaptive, multirate time integration methods. The development of multirateintegration is challenging due to the conservation and stability constraints which time stepping schemes need to satisfy.The overall goal of the proposed project is to develop efficient time stepping methods for parallel simulation of large-scale time-dependent PDEs. Multirate algorithms will be constructed such that: (1) differenttime steps can be used in different subdomains to achieve efficiency; (2) the methods can be constructed with high order of temporal accuracy; (3) linear and nonlinear stability impose only local restrictions of the stepsize (e.g., local Courant numbers); (4) the methods are conservative; and (5) different methods can be applied to different processes in multi-physics simulations. The research approach is to employ theframework of multirate integration for both Runge-Kutta and linear multistep methods. The multirate integration techniques will inherit the strong stability properties of the corresponding single rate integrators.Moreover, implicit-explicit multirate methods will be constructed, which are appropriate for multiphysics multiscale simulations. The methods will be illustrated in real-life, multi-scale, multi-physics simulationsarising in the prediction of atmospheric pollution.
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Transforming Reduced-Order Models of Fluids with Data Assimilation
CDS&E: Space-Time Parallel Algorithms for Solving PDE-Constrained Optimization Problems
AF: Small: General Linear Multimethods for the Time Integration of Multiscale Multiphysics Problems
Collaborative Research: Construction, Analysis, Implementation and Application of New Efficient Exponential Integrators
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