skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Tutorial examples for uncertainty quantification methods.

Technical Report ·
DOI:https://doi.org/10.2172/1213490· OSTI ID:1213490
 [1]
  1. Univ. of California, Davis, CA (United States)

This report details the work accomplished during my 2015 SULI summer internship at Sandia National Laboratories in Livermore, CA. During this internship, I worked on multiple tasks with the common goal of making uncertainty quantification (UQ) methods more accessible to the general scientific community. As part of my work, I created a comprehensive numerical integration example to incorporate into the user manual of a UQ software package. Further, I developed examples involving heat transfer through a window to incorporate into tutorial lectures that serve as an introduction to UQ methods.

Research Organization:
Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Sponsoring Organization:
USDOE National Nuclear Security Administration (NNSA)
DOE Contract Number:
AC04-94AL85000
OSTI ID:
1213490
Report Number(s):
SAND-2015-7083R; 603218
Country of Publication:
United States
Language:
English

Similar Records

Uncertainty quantification in machine learning for engineering design and health prognostics: A tutorial
Journal Article · Thu Oct 19 00:00:00 EDT 2023 · Mechanical Systems and Signal Processing · OSTI ID:1213490

Accelerated Electromagnetic Optimization & Uncertainty Quantification Using DAKOTA
Technical Report · Tue Dec 06 00:00:00 EST 2022 · OSTI ID:1213490

UQpy: A general purpose Python package and development environment for uncertainty quantification
Journal Article · Tue Sep 15 00:00:00 EDT 2020 · Journal of Computational Science · OSTI ID:1213490

Related Subjects