Sandia?s Work on Verifying CH4 Emissions
Abstract not provided.
Publications
Towards a Probabilistic Approach to Extreme-Scale Simulations under Uncertainty and System Faults
Abstract not provided.
Black Carbon Methane and Carbon Dioxide: Measurement Modeling and Source Attribution
Abstract not provided.
Sandia Software Enabling Extreme-Scale Uncertainty Quantification
Abstract not provided.
An Overview of Select UQ Algorithms and their Utility in Applications
Abstract not provided.
Uncertainty Quantification and Calibration of Physical Models
Abstract not provided.
Bayesian discontinuity detection and surrogate construction for complex computer models
Abstract not provided.
Probabilistic Approaches for Fault-Tolerance and Scalability in Extreme-Scale Computing
Abstract not provided.
BAYESIAN CALIBRATION OF THE COMMUNITY LAND MODEL USING SURROGATES
SIAM Journal of Uncertainty Quantification
Abstract not provided.
Bayesian calibration of hydrological parameters in the Community Land Model (CODA Presentation)
Abstract not provided.
Uncertainty Quantification Methods for Model Calibration Validation and Risk Analysis
Abstract not provided.
Inference of Chemical Model Parameters given Partial Information
Abstract not provided.
Global Sensitivity Analysis and Parameter Calibration for an Ecosystem Carbon Model
Abstract not provided.
Bayesian compressive sensing and dimensionality reduction for high-dimensional models
Abstract not provided.
Uncertainty Quantification Methods for Model Calibration Validation and Risk Analysis
Abstract not provided.
UQTk version 2.0 user manual
The UQ Toolkit (UQTk) is a collection of libraries and tools for the quantification of uncertainty in numerical model predictions. Version 2.0 ffers 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.
Hybrid Discrete / Continuum Algorithms for Stochastic Reaction Networks
Abstract not provided.
SST/macro Manual
Abstract not provided.
Hybrid Discrete - Continuum Algorithms for Stochastic Reaction Networks
Abstract not provided.
Probabilistic Approaches for Communication Avoidance and Resilience in Exascale Simulations
Abstract not provided.
Presentation: Validating extreme-scale HPC simulation through Bayesian inference uncertainty quantification
Abstract not provided.
Sparse surrogate model construction via compressive sensing
Abstract not provided.
SST/macro: A coarse-grained simulation workflow
Abstract not provided.
DALEC calibration with daily NEE Data at Harvard Forest
Abstract not provided.
Parameter Estimation with Partial Information
Abstract not provided.
Results 151–175 of 235