论文信息 - Multi-level Monte Carlo Method - 字舞流文

Multi-level Monte Carlo Method

Uncertainty quantification has gained interest during the recent years. Two clear examples are NODESIM-CFD and, the just finished, UMRIDA projects.

Gabriel Bugeda | Jordi Pons-Prats

[1] Michael B. Giles,et al. Multilevel Monte Carlo Path Simulation , 2008, Oper. Res..

[2] Jonas Sukys,et al. Multilevel Monte Carlo Finite Volume Methods for Shallow Water Equations with Uncertain Topography in Multi-dimensions , 2012, SIAM J. Sci. Comput..

[3] Jonas Sukys,et al. Multi-level Monte Carlo Finite Volume Methods for Uncertainty Quantification in Nonlinear Systems of Balance Laws , 2013, Uncertainty Quantification in Computational Fluid Dynamics.

[4] C. Reisinger,et al. Stochastic Finite Differences and Multilevel Monte Carlo for a Class of SPDEs in Finance , 2012, SIAM J. Financial Math..

[5] Jonas Sukys,et al. Multi-level Monte Carlo finite volume methods for nonlinear systems of conservation laws in multi-dimensions , 2012, J. Comput. Phys..

[6] V. Pediroda,et al. Comparison of surrogate models for the actual global optimization of a 2D turbomachinery flow , 2007 .