Graph Theoretic Models for the Solution of Stochastic Multiscale Problems

来源 :第八届工业与应用数学国际大会 | 被引量 : 0次 | 上传用户：aiwho

【摘要】

：

　　In this presentation,we will advocate the exploration of synergies between the machine learning and uncertainty quantification research communities towards

【作者】

：

Zabaras Nicholas

【机构】

：

Warwick Centre for Predictive Modelling,Univ.of Warwick

【出处】

：

第八届工业与应用数学国际大会

【发表日期】

：

2015年期

下载到本地 , 更方便阅读

下载此文赞助VIP

声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架

论文部分内容阅读

　　In this presentation,we will advocate the exploration of synergies between the machine learning and uncertainty quantification research communities towards addressing the aforementioned problems.

其他文献

Partitioned Two-step Second-order Method for Magnetohydrodynamics in Els(a)sser Variables

　　We propose a partitioned,two step,second-order method for magnetohydrodynamics in Els(a)sser variables,which treats implicitly the subproblem terms and expl

会议

High Order Numerical Schemes for the Coupled FBSDEs with Applications to Stochastic Optimal Control

　　In this talk,we will introduce accurate numerical methods for solving coupled nonlinear forward backward stochastic differential equations with applications

会议

Vesicle Flows:Simulations,Dynamics and Rheology

　　In this talk,we will present recent progress in our group on numerical algorithms for simulating dense vesicle suspensions in viscous fluids.

会议

Towards A Spectacular Solver of the Low-Mach Multiphase Navier-Stokes/Brinkman Equations under Stron

　　We present the Vector Penalty-Projection methods; see [Ph.Angot,J.-P.Caltagirone and P.Fabrie,Applied Mathematics Letters ―25(11),1681–1688,2012 & 26(4),4

会议

A Cartesian Grid Method for Moving Interface and Free Boundary Problems

　　This talk presents a new Cartesian grid method for moving interface and free boundary problems in both two and three dimensions.

会议

Recent advances in modeling,analysis,and methodology for interface and free boundary problems and ap

　　In recent years,there is increasing interest in the development and application of advanced computational techniques for interface problems,problem with fre

会议

Surfactant Driven Tipstreaming in A Flow Focusing Geometry

　　We model a surfactant-mediated tipstreaming in a microfluidic flow focusing device.That microfluidic method for production of submicrometer and potentially

会议

Numerical Method for Elastic and Plastic Equations

　　A new variational difference method for elastic and plastic deformation is developed.Our objective is to develop a very efficient and effective method for d

会议

A Backward Dual Representation for the Quantile Hedging of Bermudan Options

　　We study the problem of hedging a claim of Bermudan style with a given probability p within a Markovian complete financial market.

会议

Principal Component Analysis for Multiple Time Series Data:A Symbolic Data Analysis Approach

　　This study extended the principal component analysis(PCA)to multiple time series data through a symbolic data analysis approach.

会议

Graph Theoretic Models for the Solution of Stochastic Multiscale Problems

其他学术论文