Advanced Numerical Methods for Computing Statistical Quantities of Interest from Solutions of SPDEs

Abstract

We first provide brief descriptions of exB;orts undertaken and successfully completed with the aid of grant funding. The product(s) emanating from these efforts are cited. The descriptions of grant-funded efforts are divided into the following categories. 1. Basic UQ algorithmic development, analysis, testing, and application 2. Reduced-order algorithmic development, analysis, and testing for UQ applications 3. Multifidelity methods for uncertainty quantification 4. Uncertainty quantification for PDE control and optimization problems.

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Document Details

Document Type
Technical Report
Publication Date
May 07, 2019
Accession Number
AD1085993

Entities

People

  • Max Gunzburger

Organizations

  • Florida State University

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Algorithms
  • Classification
  • Compressed Sensing
  • Computational Fluid Dynamics
  • Computational Science
  • Convection
  • Differential Equations
  • Equations
  • Fluid Dynamics
  • Fluid Flow
  • Integral Equations
  • Mathematics
  • Navier Stokes Equations
  • Numerical Analysis
  • Partial Differential Equations
  • Probability Density Functions
  • Supervised Machine Learning

Fields of Study

  • Physics

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Computational Fluid Dynamics (CFD)
  • Theoretical Analysis.