Bayesian Calibration: An introductory tutorial
Abstract not provided.
Publications
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Jump to search filtersIncorporating Data Uncertainty into Equation of State Tables
Abstract not provided.
UQTk Version 3.0.3 User Manual
The UQ Toolkit (UQTk) is a collection of libraries and tools for the quantification of uncertainty in numerical model predictions. Version 3.0.3 offers intrusive and non-intrusive methods for propagating input uncertainties through computational models, tools for sen- sitivity analysis, methods for sparse surrogate construction, and Bayesian inference tools for inferring parameters from experimental data. This manual discusses the download and installation process for UQTk, provides pointers to the UQ methods used in the toolkit, and describes some of the examples provided with the toolkit.
Partial Differential Equations Solver Resilient to Soft and Hard Faults
Abstract not provided.
Uncertainty Quantification Toolkit
Abstract not provided.
Weighted Iterative Bayesian Compressive Sensing (WIBCS) for High Dimensional Polynomial Surrogate Construction
Abstract not provided.
Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine ? ScramjetUQ ?
Abstract not provided.
Performance Scaling Variability and Energy Analysis for a Resilient ULFM-based PDE Solver
Abstract not provided.
Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine
Abstract not provided.
UQTk (V. 3.0) User Manual
The UQ Toolkit (UQTk) is a collection of libraries and tools for the quantification of uncertainty in numerical model predictions. Version 3.0 offers intrusive and non-intrusive methods for propagating input uncertainties through computational models, tools for sensitivity analysis, methods for sparse surrogate construction, and Bayesian inference tools for inferring parameters from experimental data. This manual discusses the download and installation process for UQTk, provides pointers to the UQ methods used in the toolkit, and describes some of the examples provided with the toolkit.
Integrated Material Models for Equation of State and Transport Properties for Aluminum Supporting Uncertainty Quantification
Abstract not provided.
Why Are Dual Pane Windows Better?
Abstract not provided.
Rexsss Parallel Distributed PDE Solver Sensitivity Analysis
Abstract not provided.
Rexsss Parallel Distributed PDE Solver Sensitivity Analysis
Abstract not provided.
Accounting for Data Uncertainty in Making and Using an EOS
Abstract not provided.
ULFM-MPI Implementation of a Resilient Task-Based Partial Differential Equations Preconditioner
Abstract not provided.
ULFM-MPI Implementation of a Resilient Task-Based Partial Differential Equations Preconditioner [Poster]
Demonstrate algorithm-based resilience to silent data corruption (SDC) and hard faults in a task-based domain-decomposition preconditioner for elliptic PDEs.
Scalability of Partial Differential Equations Preconditioner Resilient to Soft and Hard Faults
Abstract not provided.
Scalability of Partial Differential Equations Preconditioner Resilient to Soft and Hard Faults [Poster]
Explore scalability of a resilient task-based domain decomposition preconditioner for elliptic PDEs. Selective reliability to study the impact of different levels of simulated SDC and hard faults. Explore interplay between the application resilience, and the role of the server-client programming model.
ULFM-MPI Implementation of a Resilient Task-Based Partial Differential Equations Preconditioner
Abstract not provided.
ULFM-MPI Implementation of a Resilient Task-Based Preconditioner for 2D Uncertain Elliptic PDEs
Abstract not provided.
UQTk: A C++/Python Toolkit for Uncertainty Quantification
Abstract not provided.
Uncertainty Quantification in LES Computations of Turbulent Multiphase Combustion in a Scramjet Engine
Abstract not provided.
Sensitivity of cloud fraction using Bayesian compressed sensing
Abstract not provided.
Interplay of Resilience and Energy Consumption for a Task-Based Partial Differential Equations Preconditioner
Abstract not provided.
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