Works (8)
Updated: July 5th, 2023 15:34
2021 article
The maximum entropy method for data fusion and uncertainty quantification in multifunctional materials and structures
Gao, W., Miles, P. R., Smith, R. C., & Oates, W. S. (2021, October 8). JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES, Vol. 10.
author keywords: Maximum entropy; data fusion; uncertainty quantification; dielectric elastomer membrane; ferroelectric domain wall
TL;DR:
The Maximum Entropy (ME) method is applied to more complicated ferroelectric single crystals containing domain structures and soft electrostrictive membranes under both mechanical and electrical loading and finds that parameters, which were initially unidentifiable using a single quantity of interest, become identifiable using multiple quantities of interest.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: October 10, 2021
2020 journal article
Bayesian inference and uncertainty propagation using efficient fractional-order viscoelastic models for dielectric elastomers
JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES, 32(4), 486–496.
author keywords: Fractional derivative; Riemann– Liouville; dielectric elastomers; viscoelasticity; Bayesian inference; uncertainty propagation
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: November 10, 2020
2020 journal article
Radiation Source Localization Using Surrogate Models Constructed from 3-D Monte Carlo Transport Physics Simulations
NUCLEAR TECHNOLOGY, 207(1), 37–53.
author keywords: Radiation detection; inverse problem; Bayesian inference; MCNP; surrogate modeling
TL;DR:
The Monte Carlo N-Particle code is employed to provide high-fidelity simulations of radiation transport within an urban domain to develop efficient and accurate surrogate models of the detector responses that provide an efficient framework for Bayesian inference and experimental design.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
11. Sustainable Cities and Communities
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: July 13, 2020
2019 journal article
Active subspace analysis and uncertainty quantification for a polydomain ferroelectric phase-field model
JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES, 30(14), 2027–2051.
author keywords: Ferroelectric; active subspace analysis; uncertainty quantification
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: August 19, 2019
2019 article
Global Sensitivity Analysis of Fractional-Order Viscoelasticity Models
BEHAVIOR AND MECHANICS OF MULTIFUNCTIONAL MATERIALS XIII, Vol. 10968.
author keywords: Viscoelasticity; Global Sensitivity Analysis; Fractional-Order Calculus
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
13. Climate Action
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: September 9, 2019
2018 article
Active Subspace Uncertainty Quantification for a Polydomain Ferroelectric Phase-Field Model
BEHAVIOR AND MECHANICS OF MULTIFUNCTIONAL MATERIALS AND COMPOSITES XII, Vol. 10596.
author keywords: Ferroelectric materials; ferroelectricity; active subspaces; surrogate model; uncertainty quantification; Bayesian inference
TL;DR:
The analysis provides insight into how active subspace methodologies can be used to reduce computational power needed to perform Bayesian inference on model parameters informed by experimental or simulated data.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: October 16, 2018
2018 article
Fractional Viscoelasticity of Soft Elastomers and Auxetic Foams
BEHAVIOR AND MECHANICS OF MULTIFUNCTIONAL MATERIALS AND COMPOSITES XII, Vol. 10596.
author keywords: Dielectric Elastomers; Auxetic Foams; Parameter Estimation; Fractional Order Calculus
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: October 16, 2018
2018 journal article
Uncertainty analysis of dielectric elastomer membranes under electromechanical loading
SMART MATERIALS AND STRUCTURES, 28(5).
author keywords: Bayesian uncertainty; dielectric elastomer; membranes; hyperelastic
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Source: Web Of Science
Added: May 6, 2019
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