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Publication	Type	Year
Microstructure-Sensitive UQ for Materials Constitutive Models in Crystal Plasticity Finite Element Method USACM Thematic Conference on Uncertainty Quantification for Machine Learning Integrated Physics Modeling (UQ-MLIP) Anh Tran, Timothy Michael Wildey, Hojun Lim	Conference Poster – 2022 Conference Poster	2022
Development of structure-property linkages for damage in crystalline microstructures using Bayesian inference and unsupervised learning Tms 2023 David Montes de Oca Zapiain, Anh Tran, Hojun Lim	Abstract – 2022 Abstract	2022
Microstructure-sensitive uncertainty quantification for crystal plasticity finite element constitutive models using stochastic collocation methods Frontiers in Materials Anh Tran, Timothy Michael Wildey, Hojun Lim	Journal Article – 2022 Journal Article	2022
Multifaceted uncertainty quantification in crystal plasticity finite element model AIAA Science and Technology Forum and Exposition Anh Tran, Pieterjan Magda M Robbe, Timothy Michael Wildey, Guy Leshem Bergel, David Montes de Oca Zapiain, Hojun Lim	Abstract – 2022 Abstract	2022
Simulating Additive Manufacturing with SPPARKS - process modeling for realistic 3D microstructures ASTM International Conference on Additive Manufacturing Theron Rodgers, Jonathan D Madison, Daniel Moser, John A. Mitchell, Fadi Abdeljawad, Hojun Lim, Jeremy Trageser, Judith Alice Brown, Joseph E. Bishop, Veena Tikare	Abstract – 2022 Abstract	2022
Predicting Mechanical Performance in Additive Manufacturing Components Using Deep Learning US National Congress on Computational Mechanics Kyle Johnson, Demitri Maestas, Philip Noell, Hojun Lim, John M Emery, Matthew Collins Smith, Carianne Martinez, Warren Leon Davis	Conference Presentation – 2021 Conference Presentation	2021
Materials Margins Assurance: Incorporating Material Variability in Simulation Tools and Code 5th World Congress on Integrated Computational Materials Engineering (ICME 2019) Jonathan D Madison, Theron Rodgers, John A. Mitchell, Hojun Lim, Corbett C. Battaile, Kyle N. Karlson, Alyssa Jennifer Skulborstad, Maher Salloum https://www.osti.gov/search/identifier:1641377	Conference Paper – 2019 Conference Paper	2019
MATERIALS MARGINS ASSURANCE : INCORPORATING MATERIAL VARIABILITY IN SIMULATION TOOLS & CODE 5th World Congress on Integrated Computational Materials & Engineering Jonathan D Madison, Theron Rodgers, Hojun Lim, John A. Mitchell, Corbett C. Battaile, Alyssa Jennifer Skulborstad, Maher Salloum, Alexander Anthony Hanson, John M Emery	Abstract – 2019 Abstract	2019
Developing strong, concurrent, multiphysics, multiscale coupling to understand the impact of microstructural mechanisms on the structural scale James W. Foulk, Coleman Alleman, Alejandro Mota, Hojun Lim, David John Littlewood, Guy Leshem Bergel, Evdokia Popova, David Montes de Oca Zapiain, Suryanarayana Raju Kalidindi https://www.osti.gov/search/identifier:1399209	SAND Report – 2017 SAND Report	2017
Modeling the Effects of Microstructure on Localization in Polycrystalline Stainless Steel 14th U.S. National Congress on Computational Mechanics Coleman Alleman, James W. Foulk, Hojun Lim, Alejandro Mota, David John Littlewood https://www.osti.gov/search/identifier:1462614	Conference Paper – 2017 Conference Paper	2017
An Agile Computational Approach to Crystal Plasticity 14th U.S. National Congress on Computational Mechanics David John Littlewood, Coleman Alleman, Guy Leshem Bergel, James W. Foulk, Alejandro Mota, Hojun Lim https://www.osti.gov/search/identifier:1507270	Conference Paper – 2017 Conference Paper	2017
Modeling the Effects of Microstructure on Localization in Polycrystalline Stainless Steel Mach Conference Coleman Alleman, James W. Foulk, Hojun Lim, David John Littlewood, Alejandro Mota https://www.osti.gov/search/identifier:1456425	Conference Paper – 2017 Conference Paper	2017
Modeling Microstructural Effects in the Inelastic Deformation of Metallic Components 2017 Analysis/test Hocwog Technical Exchange Coleman Alleman, James W. Foulk, Alejandro Mota, Jakob Ostien, Bonnie R. Antoun, Kyle N. Karlson, Hojun Lim, Joshua Daniel Sugar, David John Littlewood, Irina Kalashnikova Tezaur	Abstract – 2017 Abstract	2017
Concurrent Multiscale Modeling of Microstructural Effects on Localization Behavior in Finite Deformation Solid Mechanics Computational Mechanics Coleman Alleman, James W. Foulk, Alejandro Mota, Hojun Lim, David John Littlewood https://www.osti.gov/search/identifier:1411597	Journal Article – 2017 Journal Article	2017
An Agile Computational Approach to Crystal Plasticity 14th U.S. National Congress on Computational Mechanics (USNCCM14) David John Littlewood, Coleman Alleman, Guy Leshem Bergel, James W. Foulk, Alejandro Mota, Hojun Lim	Abstract – 2017 Abstract	2017
Modeling the Effects of Microstructure on Localization in Polycrystalline Stainless Steel Mach Conference Coleman Alleman, James W. Foulk, Alejandro Mota, Hojun Lim, David John Littlewood	Abstract – 2017 Abstract	2017
Concurrent multiscale modeling of microstructural effects on localization behavior in finite deformation solid mechanics Society of Engineering Science 53rd Annual Technical Meeting James W. Foulk, Coleman Alleman, Corbett C. Battaile, Hojun Lim, David John Littlewood, Alejandro Mota https://www.osti.gov/search/identifier:1404783	Conference Paper – 2016 Conference Paper	2016
Concurrent Multiscale Modeling of Microstructural Effects on Localization Behavior in Finite Deformation Solid Mechanics 7th International Conference on Computational Methods Coleman Alleman, Corbett C. Battaile, James W. Foulk, Hojun Lim, David John Littlewood, Alejandro Mota, Jakob Ostien, Irina Kalashnikova Tezaur https://www.osti.gov/search/identifier:1374244	Conference Paper – 2016 Conference Paper	2016
Exploring microstructure-mechanical property relationships using statistical data analysis and multi scale coupling 2017 International Conference on Plasticity, Damage and Fracture Hojun Lim, James W. Foulk, Alejandro Mota, David John Littlewood, Coleman Alleman, Surya (Georgia Institute of Technology) Kalidindi	Abstract – 2016 Abstract	2016
Concurrent Multiscale Modeling of Microstructural Effects on Localization Behavior in Finite Deformation Solid Mechanics IUTAM Symposium on Integrated Computational Structure-Material Modeling of Deformation and Failure Coleman Alleman, Corbett C. Battaile, James W. Foulk, David John Littlewood, Hojun Lim, Alejandro Mota, Jakob Ostien, Irina Kalashnikova Tezaur https://www.osti.gov/search/identifier:1366807	Conference Paper – 2016 Conference Paper	2016
Concurrent Multiscale Modeling Of Microstructural Effects On Localization Behavior In Finite Deformation Solid Mechanics Integrated Computational Structure-Material Modeling of Deformation & Failure Under Extreme ConditionsAn IUTAM Symposium Coleman Alleman, Corbett C. Battaile, James W. Foulk, Hojun Lim, David John Littlewood, Alejandro Mota	Abstract – 2016 Abstract	2016
Developing strong, concurrent, multiphysics, multiscale coupling to understand the impact of microstructural mechanisms on the structural scale Engineering Sciences External Advisory Board James W. Foulk, Coleman Alleman, Corbett C. Battaile, Hojun Lim, David John Littlewood, Alejandro Mota https://www.osti.gov/search/identifier:1514428	Presentation (non-conference) – 2016 Presentation (non-conference)	2016
Developing strong, concurrent, multiphysics, multiscale coupling to understand the impact of microstructural mechanisms on the structural scale Predicting Performance Margins (PPM) Workshop Corbett C. Battaile, Alejandro Mota, Hojun Lim, David John Littlewood, Michael Veilleux, John M Emery, Jakob Ostien, Irina Kalashnikova Tezaur https://www.osti.gov/search/identifier:1514340	Presentation (non-conference) – 2016 Presentation (non-conference)	2016
Complexity Isn?t Necessarily Free: Opportunities and Challenges in Additive Manufacturing ASPE topical meeting on additive manufacturing Bradley Howell Jared, Brad Boyce, Corbett C. Battaile, Hojun Lim, Hy D. Tran, Joshua Robbins, Brett W. Clark, Teddy D. Blacker https://www.osti.gov/search/identifier:1248704	Conference Paper – 2015 Conference Paper	2015
Complexity Isn?t Necessarily Free: Opportunities and Challenges in Additive Manufacturing Achieving Precision Tolerances in Additive Manufacturing Bradley Howell Jared, Hy D. Tran, Joshua Robbins, Brett W. Clark, Teddy D. Blacker, Brad Boyce, Hojun Lim, Corbett C. Battaile https://www.osti.gov/search/identifier:1240840	Conference Paper – 2015 Conference Paper	2015
Document Title	Type	Year

Publications

Microstructure-Sensitive UQ for Materials Constitutive Models in Crystal Plasticity Finite Element Method

Development of structure-property linkages for damage in crystalline microstructures using Bayesian inference and unsupervised learning

Microstructure-sensitive uncertainty quantification for crystal plasticity finite element constitutive models using stochastic collocation methods

Multifaceted uncertainty quantification in crystal plasticity finite element model

Simulating Additive Manufacturing with SPPARKS - process modeling for realistic 3D microstructures

Predicting Mechanical Performance in Additive Manufacturing Components Using Deep Learning

Materials Margins Assurance: Incorporating Material Variability in Simulation Tools and Code

MATERIALS MARGINS ASSURANCE : INCORPORATING MATERIAL VARIABILITY IN SIMULATION TOOLS & CODE

Developing strong, concurrent, multiphysics, multiscale coupling to understand the impact of microstructural mechanisms on the structural scale

Modeling the Effects of Microstructure on Localization in Polycrystalline Stainless Steel

An Agile Computational Approach to Crystal Plasticity

Modeling the Effects of Microstructure on Localization in Polycrystalline Stainless Steel

Modeling Microstructural Effects in the Inelastic Deformation of Metallic Components

Concurrent Multiscale Modeling of Microstructural Effects on Localization Behavior in Finite Deformation Solid Mechanics

An Agile Computational Approach to Crystal Plasticity

Modeling the Effects of Microstructure on Localization in Polycrystalline Stainless Steel

Concurrent multiscale modeling of microstructural effects on localization behavior in finite deformation solid mechanics

Concurrent Multiscale Modeling of Microstructural Effects on Localization Behavior in Finite Deformation Solid Mechanics

Exploring microstructure-mechanical property relationships using statistical data analysis and multi scale coupling

Concurrent Multiscale Modeling of Microstructural Effects on Localization Behavior in Finite Deformation Solid Mechanics

Concurrent Multiscale Modeling Of Microstructural Effects On Localization Behavior In Finite Deformation Solid Mechanics

Developing strong, concurrent, multiphysics, multiscale coupling to understand the impact of microstructural mechanisms on the structural scale

Developing strong, concurrent, multiphysics, multiscale coupling to understand the impact of microstructural mechanisms on the structural scale

Complexity Isn?t Necessarily Free: Opportunities and Challenges in Additive Manufacturing

Complexity Isn?t Necessarily Free: Opportunities and Challenges in Additive Manufacturing