Paul Robert Miles

Works (8)

Updated: July 5th, 2023 15:34

2021 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.

By: P. Miles n, G. Pash n, R. Smith n  & W. Oates *

author keywords: Fractional derivative; Riemann– Liouville; dielectric elastomers; viscoelasticity; Bayesian inference; uncertainty propagation
topics (OpenAlex): Vibration Control and Rheological Fluids; Probabilistic and Robust Engineering Design; Dielectric materials and actuators
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Sources: Web Of Science, ORCID, NC State University Libraries
Added: November 10, 2020

2021 journal article

Radiation Source Localization Using Surrogate Models Constructed from 3-D Monte Carlo Transport Physics Simulations

NUCLEAR TECHNOLOGY, 207(1), 37–53.

By: P. Miles n, J. Cook n, Z. Angers*, C. Swenson *, B. Kiedrowski *, J. Mattingly n, R. Smith n 

author keywords: Radiation detection; inverse problem; Bayesian inference; MCNP; surrogate modeling
topics (OpenAlex): Probabilistic and Robust Engineering Design; Gaussian Processes and Bayesian Inference; Nuclear reactor physics and engineering
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)
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11. Sustainable Cities and Communities (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: July 13, 2020

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.

By: W. Gao *, P. Miles n, R. Smith n  & W. Oates *

author keywords: Maximum entropy; data fusion; uncertainty quantification; dielectric elastomer membrane; ferroelectric domain wall
topics (OpenAlex): Structural Health Monitoring Techniques; Advanced Sensor and Energy Harvesting Materials; Smart Materials for Construction
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)
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Sources: Web Of Science, ORCID, NC State University Libraries
Added: October 10, 2021

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.

By: L. Leon*, P. Miles n, R. Smith n  & W. Oates*

author keywords: Ferroelectric; active subspace analysis; uncertainty quantification
topics (OpenAlex): Solidification and crystal growth phenomena; Advanced Mathematical Modeling in Engineering; Magnetic Properties and Applications
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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.

By: P. Miles n, G. Pash n, R. Smith n  & W. Oates*

author keywords: Viscoelasticity; Global Sensitivity Analysis; Fractional-Order Calculus
topics (OpenAlex): Elasticity and Material Modeling; Probabilistic and Robust Engineering Design; Rheology and Fluid Dynamics Studies
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13. Climate Action (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: September 9, 2019

2019 journal article

Uncertainty analysis of dielectric elastomer membranes under electromechanical loading

SMART MATERIALS AND STRUCTURES, 28(5).

By: W. Gao *, P. Miles n, A. Moura *, M. Hussaini* & W. Oates*

author keywords: Bayesian uncertainty; dielectric elastomer; membranes; hyperelastic
topics (OpenAlex): Dielectric materials and actuators; Advanced Sensor and Energy Harvesting Materials; Vibration Control and Rheological Fluids
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Source: Web Of Science
Added: May 6, 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.

By: L. Leon n, R. Smith n , P. Miles n & W. Oates *

author keywords: Ferroelectric materials; ferroelectricity; active subspaces; surrogate model; uncertainty quantification; Bayesian inference
topics (OpenAlex): Solidification and crystal growth phenomena; Model Reduction and Neural Networks; Probabilistic and Robust Engineering Design
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)
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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.

By: H. Solheim*, E. Stanisauskis *, P. Miles n & W. Oates *

author keywords: Dielectric Elastomers; Auxetic Foams; Parameter Estimation; Fractional Order Calculus
topics (OpenAlex): Elasticity and Material Modeling; Polymer Foaming and Composites; Cellular and Composite Structures
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Source: Web Of Science
Added: October 16, 2018

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