Publications

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Discrete fracture network modeling and uncertainty analysis in Geologic Disposal Safety Assessment Framework

AGU Fall Meeting 2022

Teresa Portone, Laura Painton Swiler, Eduardo Basurto, Dusty Marie Brooks, Aubrey Celia Eckert, Rosemary Claire Leone, Paul Mariner, Mariah Lee Smith, Emily Stein

Abstract – 2022 Abstract 2022

A stochastic operator model-form uncertainty representation of missing microstructural information

AGU Fall Meeting

Teresa Portone, Robert D. Moser

Abstract – 2022 Abstract 2022

Embedded uncertainty estimation for data-driven surrogates to enable trustworthy ML for UQ

Machine Learning and Deep Learning Conference

Timothy Michael Wildey, Gianluca Geraci, Michael S. Eldred, John Davis Jakeman, Owen Davis, Teresa Portone, Tian Yu NMN Yen, Bryan William Reuter, Alex Gorodetsky, Ahmad Rushdi, Daniele Schiavazzi, Lauren Partin

Conference Presentation – 2022 Conference Presentation 2022

Quantifying Model-Form Uncertainty in the Absence of Data

International Modal Analysis Conference (IMAC) 2023

Teresa Portone, Kyle Daniel Neal, Angel Urbina, Erin Acquesta

Abstract – 2022 Abstract 2022

Overview and perspectives on multifidelity UQ

Inria Platon projet-team seminar

Gianluca Geraci, Michael S. Eldred, Alex Gorodetsky, John Davis Jakeman, Teresa Portone, Bryan William Reuter

Abstract – 2022 Abstract 2022

Effects of Fracture Transmissivity Relationship on Repository Performance Characteristics

3rd International Discrete Fracture Network Engineering Conference

Mariah Lee Smith, Teresa Portone, Laura Painton Swiler

Conference Presentation – 2022 Conference Presentation 2022

Multimodel Methods for Uncertainty Quantification of Repository Systems

ANS 2022 International High Level Radioactive Waste Management Meeting

Teresa Portone, Michael S. Eldred, Gianluca Geraci, Laura Painton Swiler

Conference Paper – 2022 Conference Paper 2022

Advanced Use Of Tracers In Repository Performance Assessment Modeling

2022 International High-Level Radioactive Waste Management Conference

Paul Mariner, Eduardo Basurto, Dusty Marie Brooks, Rosemary Claire Leone, Teresa Portone, Laura Swiler

Conference Paper – 2022 Conference Paper 2022

Effects of Discrete Fracture Network Modeling Choices on Repository Performance Characteristics

2022 International High-Level Radioactive Waste Management Conference

Mariah Lee Smith, Teresa Portone, Laura Painton Swiler

Conference Paper – 2022 Conference Paper 2022

Effects of Fracture Transmissivity Relationship on Repository Performance Characteristics

3rd International Discrete Fracture Network Engineering Conference

Mariah Lee Smith, Teresa Portone, Laura Painton Swiler

Conference Paper – 2022 Conference Paper 2022

Data-Driven Model-Form Uncertainty with Bayesian Statistics and Neural Differential Equations

8th European Congress on Computational Methods in Applied Sciences and Engineering

Teresa Portone, Erin Acquesta, Raj Dandekar, Chris Rackauckas

Conference Presentation – 2022 Conference Presentation 2022

Model Tuning for Multifidelity Sampling in Dakota

8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS)

Michael S. Eldred, Gianluca Geraci, Bryan William Reuter, Teresa Portone, John Davis Jakeman, Alex A. Gorodetsky

Conference Presentation – 2022 Conference Presentation 2022

All-at-Once (and Bi-Level) Model Tuning for Multifidelity Sampling

SIAM Conference on Uncertainty Quantification (UQ22)

Michael S. Eldred, Gianluca Geraci, Teresa Portone, Alex A. Gorodetsky, John Davis Jakeman

Conference Presentation – 2022 Conference Presentation 2022

Effects of Fracture Transmissivity Relationship on Repository Performance Characteristics

3rd International Discrete Fracture Network Engineering Conference

Mariah Lee Smith, Teresa Portone, Laura Painton Swiler

Conference Paper – 2022 Conference Paper 2022

Hybrid multilevel Monte Carlo polynomial chaos method for global sensitivity analysis

Siam Uq 22

Michael Brian Merritt, Gianluca Geraci, Teresa Portone, Michael S. Eldred

Conference Presentation – 2022 Conference Presentation 2022

Use of a machine learning model for a constitutive chemistry model within a groundwater flow and transport application modeling nuclear fuel degradation in a waste repository

Society of Industrial and Applied Mathematics(SIAM) Conference on Uncertainty Quantification

Laura Painton Swiler, Teresa Portone, Paul Mariner, Rosie Leone, Dusty Marie Brooks, Daniel Thomas Seidl, Bert Debusschere, Tim Berg

Conference Presentation – 2022 Conference Presentation 2022

Physics-constrained Bayesian inference of an uncertain operator in the sparse-data regime

SIAM Conference on Uncertainty Quantification (UQ22)

Teresa Portone, Robert D. Moser

Conference Presentation – 2022 Conference Presentation 2022

Sensitivity and uncertainty analysis of FMD model choice for a generic crystalline repository

International High Level Radioactive Waste Management Conference (part of 2022 American Nuclear Society Annual meeting)

Dusty Marie Brooks, Laura Painton Swiler, Paul Mariner, Teresa Portone, Eduardo Basurto, Rosemary Claire Leone

Abstract – 2022 Abstract 2022

Advanced Use of Tracers in Repository Performance Assessment Modeling

2022 International High-Level Radioactive Waste Management Conference

Paul Mariner, Eduardo Basurto, Dusty Marie Brooks, Rosemary Claire Leone, Teresa Portone, Laura Painton Swiler

Conference Paper – 2022 Conference Paper 2022

Effects of Discrete Fracture Network Modeling Choices on Repository Performance Characteristics

2022 International High Level Radioactive Waste Management Conference

Mariah Lee Smith, Teresa Portone, Laura Painton Swiler

Abstract – 2022 Abstract 2022

Multimodel Methods for Uncertainty Quantification of Repository Systems

2022 International High Level Radioactive Waste Management Conference

Teresa Portone, Michael S. Eldred, Gianluca Geraci, Laura Painton Swiler

Abstract – 2022 Abstract 2022

Data-Driven Model-Form Uncertainty with Bayesian Statistics and Neural Differential Equations

The 8th European Congress on Computational Methods in Applied Sciences and Engineering

Teresa Portone, Erin Acquesta, Chris Rackauckas, Raj Dandekar

Abstract – 2021 Abstract 2021

Model Tuning For Multifidelity Sampling In Dakota

8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2022)

Michael S. Eldred, Gianluca Geraci, Bryan William Reuter, Teresa Portone, John Davis Jakeman, Alex A. Gorodetsky

Abstract – 2021 Abstract 2021

Informing Missing Physics with Model Form Error and Model Selection

8th European Congress on Computational Methods in Applied Sciences and Engineering

Kathryn Anne Maupin, Jaideep Ray, Teresa Portone

Abstract – 2021 Abstract 2021

Effects of Fracture Transmissivity Relationship on Repository Performance Characteristics

Sandia National Laboratories Seminar

Mariah Lee Smith, Teresa Portone, Laura Painton Swiler

Presentation (non-conference) – 2021 Presentation (non-conference) 2021
Document Title Type Year
Results 1–25 of 66