A digital twin feasibility study (Part II): Non-deterministic predictions of fatigue life using in-situ diagnostics and prognostics
Leser, Patrick E., Warner, James E., Leser, William P., Bomarito, Geoffrey F., Newman, John A., Hochhalter, Jacob D.
Published in Engineering fracture mechanics (15.04.2020)
Published in Engineering fracture mechanics (15.04.2020)
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Journal Article
Selectively Electron-Transparent Microstamping Toward Concurrent Digital Image Correlation and High-Angular Resolution Electron Backscatter Diffraction (EBSD) Analysis
Ruggles, Timothy J., Bomarito, Geoffrey F., Cannon, Andrew H., Hochhalter, Jacob D.
Published in Microscopy and microanalysis (01.12.2017)
Published in Microscopy and microanalysis (01.12.2017)
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Journal Article
A Computationally-Efficient Probabilistic Approach to Model-Based Damage Diagnosis
Warner, James E, Bomarito, Geoffrey F, Hochhalter, Jacob D, Leser, William P, Leser, Patrick E, Newman, John A
Published in International journal of prognostics and health management (01.11.2017)
Published in International journal of prognostics and health management (01.11.2017)
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Journal Article
Generalizing the Gurson model using symbolic regression and transfer learning to relax inherent assumptions
Birky, Donovan, Garbrecht, Karl, Emery, John, Alleman, Coleman, Bomarito, Geoffrey, Hochhalter, Jacob
Published in Modelling and simulation in materials science and engineering (01.12.2023)
Published in Modelling and simulation in materials science and engineering (01.12.2023)
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Journal Article
Generalizing the Gurson model using symbolic regression and transfer learning to relax inherent assumptions
Birky, Donovan, Garbrecht, Karl, Emery, John, Alleman, Coleman, Bomarito, Geoffrey, Hochhalter, Jacob
Published in Modelling and simulation in materials science and engineering (09.10.2023)
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Published in Modelling and simulation in materials science and engineering (09.10.2023)
Journal Article
Inherently interpretable machine learning solutions to differential equations
Oh, Hongsup, Amici, Roman, Bomarito, Geoffrey, Zhe, Shandian, Kirby, Robert M., Hochhalter, Jacob
Published in Engineering with computers (01.08.2024)
Published in Engineering with computers (01.08.2024)
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Journal Article
Genetic Programming Based Symbolic Regression for Analytical Solutions to Differential Equations
Oh, Hongsup, Amici, Roman, Bomarito, Geoffrey, Zhe, Shandian, Kirby, Robert, Hochhalter, Jacob
Year of Publication 06.02.2023
Year of Publication 06.02.2023
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Journal Article
On the Optimization of Approximate Control Variates with Parametrically Defined Estimators
Bomarito, Geoffrey F, Leser, Patrick E, Warner, James E, Leser, William P
Year of Publication 04.12.2020
Year of Publication 04.12.2020
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Journal Article
Probing Sensitivity of Discharge Characteristics to Model Selection Using Uncertainty Quantification in an Aprotic Li-Oxygen Battery
Mehta, Mohit, Bomarito, Geoffrey, Leser, Patrick, Leser, William, Warner, James, Lawson, John W
Published in Meeting abstracts (Electrochemical Society) (23.11.2020)
Published in Meeting abstracts (Electrochemical Society) (23.11.2020)
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Journal Article
Entropy-based adaptive design for contour finding and estimating reliability
Cole, D. Austin, Gramacy, Robert B, Warner, James E, Bomarito, Geoffrey F, Leser, Patrick E, Leser, William P
Year of Publication 24.05.2021
Year of Publication 24.05.2021
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Journal Article
Inverse Estimation of Elastic Modulus Using Physics-Informed Generative Adversarial Networks
Warner, James E, Cuevas, Julian, Bomarito, Geoffrey F, Leser, Patrick E, Leser, William P
Year of Publication 20.05.2020
Year of Publication 20.05.2020
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Journal Article
Probing Sensitivity of Discharge Characteristics to Model Selection Using Uncertainty Quantification in an Aprotic Li-Oxygen Battery
Mehta, Mohit, Bomarito, Geoffrey, Leser, Patrick, Leser, William, Warner, James, Lawson, John W
Published in Meeting abstracts (Electrochemical Society) (01.05.2020)
Published in Meeting abstracts (Electrochemical Society) (01.05.2020)
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Journal Article