Revealing the kinetics of atmospheric corrosion damage through in-situ x-ray computed tomography and machine vision 

Three images show evolving stages of pits.
In-situ XCT enables both the growth rate and morphology (yellow) of pits to be directly characterized in relationship to the evolving electrolyte (blue) and prior stages of pit morphology (black). 

Atmospheric corrosion is a critical materials degradation problem, yet the ability to predict its kinetics remains elusive. Conventional approaches provide no information about how localized damage evolves, giving limited predictive capabilities in common scenarios. The goal of this Sandia LDRD team was to employ in-situ X-ray computed tomography to directly observe how corrosion damage evolves, enabling the mechanistic relationships between environmental drivers, microstructural triggers, and the kinetics of atmospheric corrosion to be uncovered. To exploit the insights held within hundreds of 3D datasets, custom machine-vision algorithms were developed to automatically identify critical features. Ohio State University conducted electrochemical experiments to unravel these relationships and revealed that corrosion rates are closely tied to the evolution of the electrolyte and the local microstructure, enabling the development of predictive tools for Sandia missions. Other academic collaborators who contributed to this work were Sandia Alliance partners Georgia Tech and the University of Texas at Austin. This work has resulted in five journal publications including one in npj Materials Degradation, one in Corrosion – The Journal of Science & Engineering, and two in Journal of The Electrochemical Society, and four presentations.  


Sandia researchers linked to work 

  • Philip Noell 
  • Matthew Smith 
  • Michael Melia 
  • Remi Dingreville 

Sponsored by

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Associated Publications

Andrew Polonsky, Carianne Martinez, Catherine Appleby, Sylvain Bernard, James Griego, Philip Noell, Priya Pathare, (2022). Super-Resolution Approaches in Three-Dimensions for Classification and Screening of Commercial-Off-The-Shelf Components https://doi.org/10.2172/1890107 Publication ID: 80307

Ehler Ehler, Dhiman Dhiman, Dillard Dillard, Remi Dingreville, Erin Barrick, Andrew Kustas, Tomar Tomar, (2022). High-Strain Rate Spall Strength Measurement for CoCrFeMnNi High-Entropy Alloy Metals https://doi.org/10.3390/met12091482 Publication ID: 80220

Oommen Oommen, Shukla Shukla, Goswami Goswami, Remi Dingreville, Karniadakis Karniadakis, (2022). Learning two-phase microstructure evolution using neural operators and autoencoder architectures npj Computational Materials https://doi.org/10.1038/s41524-022-00876-7 Publication ID: 80079

Fernandez Fernandez, Remi Dingreville, Spearot Spearot, (2022). Statistical perspective on embrittling potency for intergranular fracture Physical Review Materials https://doi.org/10.1103/physrevmaterials.6.083602 Publication ID: 80045

Timothy Elmslie, Jacob Startt, Sujeily Soto-Medina, Keke Fen, Emma Zappala, Benjamin Frandsen, Meisel, Remi Dingreville, james Hamlin, (2022). Magnetic properties of equiatomic CrMnFeCoNi Physical Review. B https://doi.org/10.1103/physrevb.106.014418 Publication ID: 80913

Daniel Vizoso, Deo Deo, Remi Dingreville, (2022). The effects of dose, dose rate, and irradiation type and their equivalence on radiation-induced segregation in binary alloy systems via phase-field simulations Journal of Nuclear Materials https://doi.org/10.1016/j.jnucmat.2022.153924 Publication ID: 80010

Philip Noell, Nipal Deka, Ryan Sills, Brad Boyce, (2022). Identifying the microstructural features associated with void nucleation during elevated-temperature deformation of copper Fatigue and Fracture of Engineering Materials and Structures https://doi.org/10.1111/ffe.13707 Publication ID: 80867

Christopher Barr, Elton Chen, James Nathaniel, Ping Lu, David Adams, Remi Dingreville, Brad Boyce, Khalid Hattar, Douglas Medlin, (2022). Irradiation-induced grain boundary facet motion: In situ observations and atomic-scale mechanisms Science Advances https://doi.org/10.1126/sciadv.abn0900 Publication ID: 80682

Chen Chen, Remi Dingreville, Richeton Richeton, Berbenni Berbenni, (2022). Invariant surface elastic properties in FCC metals and their correlation to bulk properties revealed by machine learning methods Journal of the Mechanics and Physics of Solids https://doi.org/10.1016/j.jmps.2022.104852 Publication ID: 80521

Kalidindi Kalidindi, Buzzy Buzzy, Brad Boyce, Remi Dingreville, (2022). Digital Twins for Materials Frontiers in Materials https://doi.org/10.3389/fmats.2022.818535 Publication ID: 79997

Scott Monismith, Jianmin Qu, Remi Dingreville, (2022). Grain-boundary fracture mechanisms in Li7La3Zr2O12 (LLZO) solid electrolytes: When phase transformation acts as a temperature-dependent toughening mechanism Journal of the Mechanics and Physics of Solids https://doi.org/10.1016/j.jmps.2022.104791 Publication ID: 79961

Rebecca Marshall, Ryan Katona, Michael Melia, Robert Kelly, (2022). Pit Stability Predictions of Additively Manufactured SS316 Surfaces Using Finite Element Analysis Journal of the Electrochemical Society https://doi.org/10.1149/1945-7111/ac519d Publication ID: 79944

Kasey Hanson, Krishna Sankar, Philippe Weck, Jacob Startt, Remi Dingreville, Chaitanya Deo, Joshua Sugar, Preet Singh, (2022). Effect of excess Mg to control corrosion in molten MgCl2 and KCl eutectic salt mixture Corrosion Science https://doi.org/10.1016/j.corsci.2021.109914 Publication ID: 76654

Erin Karasz, Jason Taylor, David Autenrieth, Phillip Reu, Kyle Johnson, Michael Melia, Philip Noell, (2022). Measuring the Residual Stress and Stress Corrosion Cracking Susceptibility of Additively Manufactured 316L by ASTM G36-94 Corrosion https://doi.org/10.5006/3894 Publication ID: 79805

Marco Echeverria, Sergey Galitskiy, Avanish Mishra, Remi Dingreville, Avinash Dongare, (2021). Understanding the plasticity contributions during laser-shock loading and spall failure of Cu microstructures at the atomic scales Computational Materials Science https://doi.org/10.1016/j.commatsci.2021.110668 Publication ID: 78944

Michael Melia, (2021). Part-to-part and machine-to-machine variability in corrosion and roughness properties of additively manufactured stainless steel https://doi.org/10.2172/1899520 Publication ID: 76501

Ryan Alberdi, Joshua Robbins, Timothy Walsh, Remi Dingreville, (2021). Exploring wave propagation in heterogeneous metastructures using the relaxed micromorphic model Journal of the Mechanics and Physics of Solids https://doi.org/10.1016/j.jmps.2021.104540 Publication ID: 79073

Jonathan Pegues, Michael Melia, M. Rodriguez, Tomas Babuska, Benjamin Gould, Nicolas Argibay, Aaron Greco, Andrew Kustas, (2021). In situ synchrotron X-ray imaging and mechanical properties characterization of additively manufactured high-entropy alloy composites Journal of Alloys and Compounds https://doi.org/10.1016/j.jallcom.2021.159505 Publication ID: 78854

Saaketh Desai, Remi Dingreville, (2021). Model-informed, Adaptive Physical Vapor Deposition to Fabricate Hierarchical Binary-alloy Thin-films https://doi.org/10.2172/1819814 Publication ID: 75589

Brad Boyce, Anthony Garland, Benjamin White, Bradley Jared, Kaitlynn Conway, Katerina Adstedt, Remi Dingreville, Joshua Robbins, Timothy Walsh, Timothy Alvis, Brittany Branch, Bryan Kaehr, Cody Kunka, Nicholas Leathe, (2021). Multimode Metastructures: Novel Hybrid 3D Lattice Topologies https://doi.org/10.2172/1819411 Publication ID: 75540

Remi Dingreville, Edward Bielejec, Elton Chen, Deo Deo, Kim Kim, Spearot Spearot, Jacob Startt, James Stewart, Joshua Sugar, Vizoso Vizoso, Philippe Weck, Joshua Young, (2021). Multi-Resolution Characterization of the Coupling Effects of Molten Salts, High Temperature and Irradiation on Intergranular Fracture https://doi.org/10.2172/1821254 Publication ID: 75597

Michael Melia, Jesse Duran, Jason Taylor, Francisco Presuel-Moreno, Rebecca Schaller, Eric Schindelholz, (2021). Marine Atmospheric Corrosion of Additively Manufactured Stainless Steels Corrosion https://doi.org/10.5006/3793 Publication ID: 77973

Jay Srinivasan, Philip Noell, Michael Melia, Eric Schindelholz, (2021). The role of chloride concentration on the pitting kinetics of aluminum https://doi.org/10.2172/1890390 Publication ID: 75943

Donald Susan, Philip Noell, Bonnie McKenzie, Sara Dickens, (2021). SEM/EBSD Analysis of Deformation and Determination of Dislocation Density https://doi.org/10.2172/1886188 Publication ID: 75477

Joseph Monti, James Stewart, Remi Dingreville, (2021). Phase-Field Modeling of Physical Vapor Deposition of Polycrystalline Thin Films https://doi.org/10.2172/1888996 Publication ID: 75746

Chongze Hu, Douglas Medlin, Remi Dingreville, (2021). Disconnection-Mediated Transition in Segregation Structure at Twin Boundaries: A Molecular Dynamic Simulation of Platinum-Gold System https://doi.org/10.2172/1888398 Publication ID: 75768

Saaketh Desai, Remi Dingreville, (2021). Designing thin film microstructures using genetic algorithms https://doi.org/10.2172/1890915 Publication ID: 75769

Mohammed Quasi, Nathan Jackson, Remi Dingreville, (2021). Optimizing the piezoelectric response in AlN thin-films via high-throughput ab-initio perturbation theory simulations https://doi.org/10.2172/1888687 Publication ID: 75773

Michael Melia, (2021). Part-to-part and machine-to-machine variability in corrosion and roughness properties of additively manufactured stainless steel https://doi.org/10.2172/1888454 Publication ID: 75266

Remi Dingreville, (2021). Phase-field modeling of thin-film microstructures: A theoretical platform for understanding and designing functional nanostructured materials https://doi.org/10.2172/1888127 Publication ID: 79716

Chongze Hu, Douglas Medlin, Remi Dingreville, (2021). Disconnection-Mediated Transition in Segregation Structures at Twin Boundaries Journal of Physical Chemistry Letters https://doi.org/10.1021/acs.jpclett.1c02189 Publication ID: 79372

Remi Dingreville, (2021). Minisymposium summer 2021 for CINT Research Initiative Program https://www.osti.gov/servlets/purl/1882303 Publication ID: 79439

Julia Deitz, Timothy Ruggles, Philip Noell, Donald Susan, Joseph Michael, (2021). Failure Analysis in FeCo Magnetic Alloys through Electron Channeling Contrast Imaging Defect Characterization https://doi.org/10.2172/1888124 Publication ID: 79304

Kyle Johnson, Demitri Maestas, Philip Noell, Hojun Lim, John Emery, Matthew Smith, Carianne Martinez, Warren Davis, (2021). Predicting Mechanical Performance in Additive Manufacturing Components Using Deep Learning https://doi.org/10.2172/1882109 Publication ID: 79607

Avanish Mishra, Cody Kunka, Remi Dingreville, Avinash Dongare, (2021). Fingerprinting shock-induced deformations via diffraction Scientific Reports https://doi.org/10.1038/s41598-021-88908-y Publication ID: 78298

Remi Dingreville, (2021). Decoding microstructure statistics from diffractograms via atomistic simulations and machine learning https://doi.org/10.2172/1867348 Publication ID: 78384

Philip Noell, Erin Karasz, Kyle Johnson, Michael Melia, (2021). Evaluating Stress-Corrosion Cracking Susceptibility of Additively Manufactured 316L Summary slides https://doi.org/10.2172/1867563 Publication ID: 78395

Rebecca Marshall, Ryan Katona, Robert Kelly, Michael Melia, (2021). Predicting Pit Stability On Additively Manufactured SS316 Via Finite Element Modeling [Slides] https://doi.org/10.2172/1854685 Publication ID: 77499

Rebecca Marshall, Ryan Katona, Michael Melia, Robert Kelly, (2021). Predicting Pit Stability On Additively Manufactured SS316 Via Finite Element Modeling (Initial Draft) [Slides] https://doi.org/10.2172/1847221 Publication ID: 77308

K Hanson, KM Sankar, Philippe Weck, Jacob Startt, Remi Dingreville, Chaitanya Deo, Joshua Sugar, P Singh, (2021). Effect of Excess Mg to Control Corrosion in Molten MgCl2 and KCl Eutectic Salt Mixture https://doi.org/10.2172/1861022 Publication ID: 77862

Jason Taylor, Michael Melia, (2021). Disinfectant corrosivity with shipboard HY80 steel https://doi.org/10.2172/1854309 Publication ID: 77451

Daniel Vizoso, Chaitanya Deo, Remi Dingreville, (2021). Phase Field Modeling of Radiation-Induced Segregation https://doi.org/10.2172/1856469 Publication ID: 77719

Christopher San Marchi, Joseph Ronevich, Remi Dingreville, Michael Starr, Katherine Jungjohann, (2021). Investigation of the Structural Implications of Hydrogen in Natural Gas Infrastructure https://www.osti.gov/servlets/purl/1856470 Publication ID: 77720

Jason Taylor, Jesse Duran, Erin Karasz, Rebecca Schaller, Kyle Johnson, Philip Noell, Eric Schindelholz, Michael Melia, (2021). Additively manufactured stainless steel susceptibility to localized corrosion and stress corrosion cracking https://doi.org/10.2172/1854434 Publication ID: 77477

Frank Yu, Joshua Kacher, Philip Noell, (2021). Correlating pit nucleation to dislocation network and microstructural defects by high-throughput scanning electron microscopy https://doi.org/10.2172/1859846 Publication ID: 77788

J. Srinivasan, T. Weirich, G. Marino, A. Annerino, Jason Taylor, Philip Noell, James Griego, Rebecca Schaller, C. Bryan, J. Locke, E. Schindelholz, (2021). Long-Term Effects of Humidity on Stainless Steel Pitting in Sea Salt Exposures Journal of the Electrochemical Society https://doi.org/10.1149/1945-7111/abdc75 Publication ID: 75182

Michael Melia, Jonathan Pegues, Raymond Puckett, Shaun Whetten, Morgan Jones, Nicolas Argibay, Andrew Kustas, (2021). Exploring the Structure property Relationships of ( Ti x CoCrFeMnNi Graded High Entropy Alloy https://doi.org/10.2172/1847456 Publication ID: 77291

Michael Melia, Jesse Duran, Rebecca Marshall, Ryan Katona, Rebecca Schaller, Jeffrey Rodelas, Michael Heiden, Bradley Jared, Robert Kelly, Eric Schindelholz, (2021). Localized Corrosion of Additively Manufactured Stainless Steels https://doi.org/10.2172/1847457 Publication ID: 77292

Michael Melia, Eric Schindelholz, Jeffrey Rodelas, Christopher Barr, Bradley Jared, Paul Kotula, (2021). Melt Pool Boundaries and the Corrosion of Laser Powder Fusion Stainless Steels https://doi.org/10.2172/1847458 Publication ID: 77293

David Montes de Oca Zapiain, James Stewart, Remi Dingreville, (2021). Accelerating phase-field-based microstructure evolution predictions via surrogate models trained by machine learning methods npj Computational Materials https://doi.org/10.1038/s41524-020-00471-8 Publication ID: 71926

Aurelio Bellotti, Jin Kim, Joseph Bishop, Bradley Jared, Kyle Johnson, Donald Susan, Philip Noell, Laurence Jacobs, (2021). Nonlinear ultrasonic technique for the characterization of microstructure in additive materials Journal of the Acoustical Society of America https://doi.org/10.1121/10.0002960 Publication ID: 72255

Remi Dingreville, (2021). Accelerating phase-field based predictions via surrogate models trained by machine learning methods https://doi.org/10.2172/1843647 Publication ID: 75200

Philip Noell, James Griego, (2021). Executive Micro-CT high-resolution Summary for Catheter Part [Slides] https://doi.org/10.2172/1763595 Publication ID: 75003

Filippo Cellini, Francesco Lavini, Elton Chen, Angelo Bongiorno, Filip Popovic, Ryan Hartman, Remi Dingreville, Elisa Riedo, (2020). Pressure‐Induced Formation and Mechanical Properties of 2D Diamond Boron Nitride Advanced Science https://doi.org/10.1002/advs.202002541 Publication ID: 71925

Philip Noell, Eric Schindelholz, Michael Melia, (2020). Revealing the growth kinetics of atmospheric corrosion pitting in aluminum via in situ microtomography npj Materials Degradation https://doi.org/10.1038/s41529-020-00136-3 Publication ID: 73736

Ryann Rupp, Philip Noell, Eric Taleff, (2020). Creep Deformation and Dynamic Grain Growth in an Interstitial-Free Steel Metallurgical and Materials Transactions A: Physical Metallurgy and Materials Science https://doi.org/10.1007/s11661-020-06014-6 Publication ID: 73048

Erik Schindelholz, Erik Spoerke, Jaime Grunlan, Michael Melia, Stephen Percival, Shuang Qin, Erin Barrick, Chris Alexander, Derek Nelson, (2020). Ultrathin corrosion barrier films enabled by layer-by-layer polymer clay nanocomposites https://www.osti.gov/servlets/purl/1822303 Publication ID: 70942

Rebecca Schaller, Michael Melia, Florent Bocher, (2020). Oxidation Behavior of Additively Manufactured 316L in a Supercritical CO2 Environment https://www.osti.gov/servlets/purl/1821086 Publication ID: 74865

Brad Boyce, Philip Noell, (2020). The mechanisms of ductile fracture https://www.osti.gov/servlets/purl/1821286 Publication ID: 74891

Elton Chen, Remi Dingreville, Francesco Lavini, Elisa Riedo, (2020). Pressure-induced Formation and Mechanical Properties of 2D Diamond Boron Nitride https://www.osti.gov/servlets/purl/1821287 Publication ID: 74892

Michael Melia, Eric Schindelholz, Philip Noell, (2020). Corrosion kinetics and pit morphology of pure aluminum during atmospheric corrosion by in-operando microtomography https://www.osti.gov/servlets/purl/1821824 Publication ID: 74944

Michael Melia, Jonathan Pegues, Kodi Summers, Morgan Jones, Brendan Nation, Nicolas Argibay, Andrew Kustas, (2020). Additive Manufacturing to Compositionally Grade Metals for High Throughput Alloy Screening https://www.osti.gov/servlets/purl/1821835 Publication ID: 74956

Rebecca Skelton Marshall, Ryan Katona, Michael Melia, Robert Kelly, (2020). Finite Element Modeling of SS316 Pit Stability with respect to Geometry Parameters Under Atmospheric Conditions https://www.osti.gov/servlets/purl/1821836 Publication ID: 74958

James Stewart, Normand Modine, Remi Dingreville, (2020). Re-examining the silicon self-interstitial charge states and defect levels: A density functional theory and bounds analysis study AIP Advances https://doi.org/10.1063/5.0016134 Publication ID: 74461

Remi Dingreville, (2020). Accelerating phase-field based predictions: A case study with surrogate models trained using machine learning methods https://www.osti.gov/servlets/purl/1813720 Publication ID: 74514

Remi Dingreville, David Montes de Oca Zapiain, James Stewart, (2020). Accelerating phase-field based predictions via surrogate models trained by machine learning methods https://www.osti.gov/servlets/purl/1812455 Publication ID: 74385

Remi Dingreville, David Montes de Oca Zapiain, James Stewart, (2020). Accelerating phase-field based predictions via surrogate models trained by machine learning methods https://www.osti.gov/servlets/purl/1808265 Publication ID: 74056

Philip Noell, Priya Pathare, Zachary Casias, Todd Huber, John Laing, Jay Carroll, (2020). Mechanical testing of PH13-8Mo H950 Steel for Xue-Wierzbicki Fracture Criterion Determination at 20° C and -40° C https://doi.org/10.2172/1814080 Publication ID: 73737

Michael Melia, Shaun Whetten, Raymond Puckett, Morgan Jones, Michael Heiden, Nicolas Argibay, Andrew Kustas, (2020). High-throughput additive manufacturing and characterization of refractory high entropy alloys Applied Materials Today https://doi.org/10.1016/j.apmt.2020.100560 Publication ID: 72951

Philip Noell, Jeffrey Rodelas, Zahra Ghanbari, Christopher Laursen, (2020). Microstructural modification of additively manufactured metals by electropulsing Additive Manufacturing https://doi.org/10.1016/j.addma.2020.101128 Publication ID: 66606

Remi Dingreville, James Stewart, Elton Chen, (2020). Benchmark problems for the Mesoscale Multiphysics Phase Field Simulator (MEMPHIS) https://doi.org/10.2172/1615889 Publication ID: 73262

Remi Dingreville, (2020). Mesoscale Multiphysics Phase Field Simulator (MEMPHIS): Recent progresses in phase-field modeling at Sandia National Laboratories https://www.osti.gov/servlets/purl/1779038 Publication ID: 73303

Jesse Duran, Michael Melia, (2020). Influence of build orientation and surface finish on the corrosion of additively manufactured 316L stainless steel https://www.osti.gov/servlets/purl/1770274 Publication ID: 72974

Cody Kunka, Brad Boyce, Matthew Foiles, Remi Dingreville, (2020). Revealing Inconsistencies in X-ray Width Methods for Nanomaterials https://doi.org/10.1039/C9NR08268A Publication ID: 72477

Christopher Laursen, Jay Carroll, Philip Noell, Stephanie DeJong, Andrea Exil, (2020). Linking Porosity Characteristics to the Mechanical Properties of Additively Manufactured AlSi10Mg https://www.osti.gov/servlets/purl/1767383 Publication ID: 72736

Erik Spoerke, Amanda Peretti, Stephen Percival, Leo Small, Martha Gross, Eric Schindelholz, Michael Melia, Susan Rempe, Derek Nelson, Sara Russo, ryan hill, Yang-Tse Cheng, (2020). Controlling Ion Transport in Multilayered Polymer Composites https://www.osti.gov/servlets/purl/1768365 Publication ID: 72813

Philip Noell, Julian Sabisch, Douglas Medlin, Brad Boyce, (2020). The critical microstructural conditions for void nucleation during ductile rupture: dislocation structures and vacancy condensation https://www.osti.gov/servlets/purl/1766684 Publication ID: 72568

Andrew Kustas, Michael Melia, Shaun Whetten, Joseph Michael, Nicolas Argibay, Michael Chandross, (2020). Rapid exploration of Compositionally Complex Alloys via Additive Manufacturing and Molecular Dynamics https://www.osti.gov/servlets/purl/1768729 Publication ID: 72833

Jonathan Pegues, Michael Melia, Shaun Whetten, Nicolas Argibay, Andrew Kustas, (2020). Additive Manufacturing of Bulk Refractory High Entropy Alloys with Tailored Mechanical Properties https://www.osti.gov/servlets/purl/1766929 Publication ID: 72651

Philip Noell, Julian Sabisch, Douglas Medlin, Brad Boyce, (2020). Nanoscale conditions for ductile void nucleation in copper: Vacancy condensation and the growth-limited microstructural state Acta Materialia https://doi.org/10.1016/j.actamat.2019.11.022 Publication ID: 70118

Philip Noell, Julian Sabisch, Douglas Medlin, Brad Boyce, (2020). The Critical Microstructural Conditions Leading to the Formation of Voids During Ductile Rupture https://www.osti.gov/servlets/purl/1760995 Publication ID: 70664

Shaun Whetten, Raymond Puckett, Dylan Casey, Michael Melia, Andrew Kustas, (2020). Process Development for the In-Situ Mixing of Multi Material Feed Stock in Additive Manufacturing https://www.osti.gov/servlets/purl/1762580 Publication ID: 70822

Andrew Kustas, Michael Melia, Shaun Whetten, Raymond Puckett, Morgan Jones, Michael Heiden, Nicolas Argibay, (2020). Rapid exploration of refractory complex concentrated alloys via additive manufacturing https://www.osti.gov/servlets/purl/1763165 Publication ID: 70860

David Montes de Oca Zapiain, James Stewart, Remi Dingreville, (2019). Accelerated Microstructure Evolution Predictions Using Machine Learning Based Reduced Order Models https://www.osti.gov/servlets/purl/1643393 Publication ID: 66883

Remi Dingreville, (2019). Influence of Structure and Chemistry on the Radiation Resistance of Boundaries https://www.osti.gov/servlets/purl/1888649 Publication ID: 66922

Brendan Croom, Helena Jin, Philip Noell, Brad Boyce, Xiaodong Li, (2019). Collaborative ductile rupture mechanisms of high-purity copper identified by in situ X-ray computed tomography Acta Materialia https://doi.org/10.1016/j.actamat.2019.10.005 Publication ID: 68006

Remi Dingreville, (2019). Microstructure Morphology
of Bicontinuous Nanocomposites Thin-Films
During Physical Vapor Deposition (PVD) https://www.osti.gov/servlets/purl/1646411 Publication ID: 66580

Erik Spoerke, Amanda Peretti, Stephen Percival, Leo Small, Martha Gross, Eric Schindelholz, Michael Melia, Susan Rempe, Derek Nelson, Sara Russo, (2019). The Ion Seeps Tonight: Assessing Ionic Transport in Multilayered Nanocomposites https://www.osti.gov/servlets/purl/1643247 Publication ID: 66212

Philip Noell, Eric Taleff, (2019). Subgrains, Texture Evolution, and Dynamic Abnormal Grain Growth in a Mo Rod Material Metallurgical and Materials Transactions A: Physical Metallurgy and Materials Science https://doi.org/10.1007/s11661-019-05370-2 Publication ID: 60048

Philip Noell, Quinton Johnson, Christopher Laursen, Jay Carroll, (2019). Does porosity in additively manufactured materials matter during compression? https://www.osti.gov/servlets/purl/1643065 Publication ID: 65808

Michael Melia, Jay Carroll, Shaun Whetten, Michael Chandross, Nicolas Argibay, Eric Schindelholz, Andrew Kustas, Saba Esmaeely, Jenifer Locke, Emma White, Iver Anderson, (2019). Corrosion and mechanical behavior of direct energy deposited high entropy alloys https://www.osti.gov/servlets/purl/1642787 Publication ID: 65568

Philip Noell, Jeffrey Rodelas, Zahra Ghanbari, Christopher Laursen, (2019). Microstructural Modification and Healing of Additively Manufactured Parts by Electropulsing https://doi.org/10.2172/1570883 Publication ID: 65623

Rebecca Schaller, Jay Srinivasan, Tim Weirich, G.A. Marino, A.R. Annerino, Jason Taylor, Michael Melia, Charles Bryan, Gerald Frankel, Jenifer Locke, Eric Schindelholz, (2019). Time Evolution of Atmoerpheric Pitting Damage on 304 Stainless Steel https://www.osti.gov/servlets/purl/1642824 Publication ID: 65631

Patrick Mattie, Katherine Jungjohann, Remi Dingreville, Michael Starr, (2019). Pipeline corrosion research at Sandia National Laboratories: From nanoscale science to structural engineering and piping applications https://www.osti.gov/servlets/purl/1642839 Publication ID: 65677

Elton Chen, Chaitanya Deo, Remi Dingreville, (2019). Accelerated Atomistic Simulation of Radiation Events in Metals https://www.osti.gov/servlets/purl/1642765 Publication ID: 65497

Patrick Mattie, Katherine Jungjohann, Remi Dingreville, Michael Starr, (2019). Pipeline corrosion research at Sandia National Laboratories: From nanoscale science to structural engineering and piping applications https://www.osti.gov/servlets/purl/1642872 Publication ID: 65754

Doruk Aksoy, Remi Dingreville, Douglas Spearot, (2019). Computation of Embrittling Potencies of Sulfur for a Range of Nickel Pure Tilt Grain Boundaries via Atomistic Simulation Methods https://www.osti.gov/servlets/purl/1642767 Publication ID: 65500

Michael Melia, Jeffrey Rodelas, Eric Schindelholz, (2019). Corrosion of Additively Manufactured Stainless Steel – Process Structure and Performance https://www.osti.gov/servlets/purl/1642647 Publication ID: 65340

Rebecca Schaller, Jay Srinivasan, Tim Weirich, G Marino, A Annerino, Jason Taylor, Charles Byran, Jerry Frankel, Jenifer Locke, Michael Melia, Eric Schindelholz, (2019). Atmospheric Corrosion and Cracking of Ground SS304 https://www.osti.gov/servlets/purl/1642629 Publication ID: 65366

Eric Schindelholz, Jeffrey Rodelas, Michael Melia, Timothy Montoya, (2019). Corrosion Testing of Friction Stir Welded 304L Stainless Steel https://doi.org/10.2172/1569520 Publication ID: 65392

Michael Melia, Eric Schindelholz, Jesse Duran, (2019). Influence of build orientation and surface finish on the corrosion of additively manufactured 316L https://www.osti.gov/servlets/purl/1642001 Publication ID: 64903

Zahra Ghanbari, Jeffrey Rodelas, Philip Noell, Donald Susan, (2019). Furthering Physical Mechanical and Joining Metallurgy R&D Using the Gleeble(r) 3500 https://www.osti.gov/servlets/purl/1642132 Publication ID: 65223

Elton Chen, Chaitanya Deo, Remi Dingreville, (2019). Reduced-Order Atomistic Method for Simulating High Dose Irradiation in Metals https://www.osti.gov/servlets/purl/1641624 Publication ID: 70436

Sara Dickens, Philip Noell, Jeffrey Rodelas, Davis Wilson, (2019). Identification of Twin Formation in Additively Manufactured Stainless Steel by In-Situ EBSD https://doi.org/10.1017/S1431927619013692 Publication ID: 70247

Stephen Percival, Michael Melia, Susan Rempe, (2019). RO membranes for Clean Water – Sandia Pitch Competition 2019 https://www.osti.gov/servlets/purl/1645833 Publication ID: 70633

Ryan Alberdi, Remi Dingreville, Joshua Robbins, Timothy Walsh, (2019). Nonlinear Topology Optimization with Microstructural Effects: A Micromorphic Approach https://www.osti.gov/servlets/purl/1640799 Publication ID: 69186

James Stewart, Joseph Olles, Ryan Wixom, Remi Dingreville, (2019). Shock Hugoniot Relationships for Crystalline and Amorphous HNAB: Insights from Atomistic Simulations and Virtual Diffraction Calculations https://www.osti.gov/servlets/purl/1640801 Publication ID: 69192

Eric Schindelholz, Jacob Carpenter, Ryan Katona, Andrew Knight, Remi Dingreville, Charles Bryan, (2019). Storage Canister Pitting and SCC: Progress Update https://www.osti.gov/servlets/purl/1645339 Publication ID: 68949

David Louie, Remi Dingreville, John Bignell, Lindsay Gilkey, San Le, Natalie Gordon, (2019). Computational capability to study airborne release of solids and container breach due to mechanical insults International Conference on Nuclear Engineering, Proceedings, ICONE https://www.osti.gov/servlets/purl/1598930 Publication ID: 65600

Tim Weirich, Rebecca Schaller, Andrew Knight, Jason Taylor, Michael Melia, Jen Locke, Charles Bryan, Eric Schindelholz, (2019). Pitting and Cracking Initiation: Effect of Humidity and Salt https://www.osti.gov/servlets/purl/1645309 Publication ID: 68777

Remi Dingreville, (2019). Influence of Structure and Chemistry on the Radiation Resistance of Boundaries https://www.osti.gov/servlets/purl/1882113 Publication ID: 68579

Michael Melia, Jay Carroll, Shaun Whetten, Saba Esmaeely, Jenifer Locke, Emma White, Iver Anderson, Michael Chandross, Nicolas Argibay, Eric Schindelholz, Andrew Kustas, (2019). Corrosion and mechanical behavior of direct energy deposited high entropy alloy (CoCrFeMnNi) https://www.osti.gov/servlets/purl/1639622 Publication ID: 67850

Michael Melia, Eric Schindelholz, Eric Schindelholz, (2019). Corrosion of Additively Manufactured Stainless Steels ? Process Structure and Performance https://www.osti.gov/servlets/purl/1639623 Publication ID: 67851

Eric Schindelholz, Michael Melia, Timothy Montoya, Bradley Jared, Ramgo Tholda, (2019). Environmentally Assisted Cracking of 316L Additively Manufactured by Selective Laser Melting https://www.osti.gov/servlets/purl/1639649 Publication ID: 67883

Charles Bryan, Eric Schindelholz, Amber Knight, Jason Taylor, Remi Dingreville, (2019). Stability of Sea-Salt Deliquescent Brines on Heated Surfaces of SNF Dry Storage Canisters https://www.osti.gov/servlets/purl/1639771 Publication ID: 68077

Remi Dingreville, Doruk Aksoy, Douglas Spearot, (2019). Sulfur induced embrittlement in Ni: Parameterization of an embedded atom method potential https://www.osti.gov/servlets/purl/1639346 Publication ID: 67385

Philip Noell, Eric Taleff, (2019). Substructure Texture Evolution and Dynamic Abnormal Grain Growth in a Mo Rod Material https://www.osti.gov/servlets/purl/1639352 Publication ID: 67395

Philip Noell, Jay Carroll, Joseph Michael, Brad Boyce, (2019). In-situ High-Resolution EBSD characterization of creep cavitation in OFHC Copper https://www.osti.gov/servlets/purl/1639353 Publication ID: 67396

Remi Dingreville, (2019). Challenges and Opportunities for Materials Discovery in Extreme Environments https://www.osti.gov/servlets/purl/1644614 Publication ID: 67722

Remi Dingreville, Daniel Vizoso, Chaitanya Deo, (2019). Defect Characterization in bcc Nb https://www.osti.gov/servlets/purl/1639456 Publication ID: 67561

Remi Dingreville, (2019). Design & Analysis of Mesoscale ROMs for Predicting Microstructure Evolution in Extreme Environments https://www.osti.gov/servlets/purl/1639457 Publication ID: 67562

Remi Dingreville, Elton Chen, Chaitanya Deo, (2019). Influence of Structure and Chemistry on the Mechanics of (Phase) Boundaries https://www.osti.gov/servlets/purl/1884676 Publication ID: 67563

Sara Dickens, Philip Noell, Jeffrey Rodelas, Davis Wilson, (2019). Identification of Twin Formation in Additively Manufactured Stainless Steel by In-Situ EBSD https://doi.org/10.1017/S1431927619013692 Publication ID: 66962

David Louie, John Bignell, San Le, Remi Dingreville, Lindsay Gilkey, Natalie Gordon, Dominic Fascitelli, (2019). NSRD-16: Computational Capability to Substantiate DOE-HDBk-3010 Data https://doi.org/10.2172/1495195 Publication ID: 64285

Charles Bryan, Eric Schindelholz, Andrew Knight, Jason Taylor, Remi Dingreville, (2019). Stability of sea-salt deliquescent brines on heated surfaces of SNF dry storage canisters International High-Level Radioactive Waste Management 2019, IHLRWM 2019 https://www.osti.gov/servlets/purl/1592277 Publication ID: 64300

Adrian Chavez, Remi Dingreville, Linnea Sands, Benjamin Yang, (2019). GT: Sandia Technical Engagement Accomplishments https://www.osti.gov/biblio/1643816 Publication ID: 64335

Ryan Sills, Philip Noell, Brad Boyce, (2018). Void Growth by Dislocation Adsorption During Ductile Rupture https://www.osti.gov/servlets/purl/1807033 Publication ID: 60596

Philip Noell, Jay Carroll, Brad Boyce, (2018). The Mechanisms of Ductile Fracture https://www.osti.gov/servlets/purl/1806896 Publication ID: 60047

A. Monterrosa, James Stewart, Patrick Price, Remi Dingreville, Khalid Hattar, (2018). In-Situ Characterization of Single Ion Strikes in Single Crystal Silicon https://www.osti.gov/servlets/purl/1576881 Publication ID: 60333

Maria Kosmidou, Nicolas Briot, Remi Dingreville, Khalid Hattar, Nathan Madden, Claire Chisholm, T. Balk, (2018). In-Situ Studies of Nanoporous Niobium During Dealloying and Irradiation https://www.osti.gov/servlets/purl/1761120 Publication ID: 60379

A. Monterrosa, Patrick Price, James Stewart, Remi Dingreville, Khalid Hattar, (2018). Characterization of Single Ion Strikes using In-Situ Dynamic Transmission Electron Microscopy https://www.osti.gov/servlets/purl/1594314 Publication ID: 59397

Remi Dingreville, (2018). Modeling Materials Degradation & Defects in Nanostrucutres https://www.osti.gov/servlets/purl/1592645 Publication ID: 59755

Remi Dingreville, (2018). Modeling Materials Degradation & Defects in Nanostructures https://www.osti.gov/servlets/purl/1593605 Publication ID: 59601

Michael Melia, Hai-Duy Nguyen, Jeffrey Rodelas, Eric Schindelholz, (2018). Investigations on the corrosion behavior of additively manufactured stainless steel https://www.osti.gov/servlets/purl/1592675 Publication ID: 59882

Robert Kuether, Brooke Allensworth, Adam Backer, Elton Chen, Remi Dingreville, Eric Forrest, Robert Knepper, Alexander Tappan, Michael Marquez, Jonathan Vasiliauskas, Stephen Rupper, Michael Grant, Lauren Atencio, Tyler Hipple, Danae Maes, Jerilyn Timlin, Tian Ma, Rudy Garcia, Forest Danford, Laura Patrizi, Jennifer Galasso, Timothy Draelos, Thushara Gunda, Otoniel Venezuela, Wesley Brooks, Stephen Anthony, Bryan Carson, Michael Reeves, Matthew Roach, Erin Maines, Judith Lavin, Shaun Whetten, Laura Swiler, (2018). Posters for AA/CE Reception https://www.osti.gov/servlets/purl/1592652 Publication ID: 59884

Remi Dingreville, Khalid Hattar, Timothy Boyle, A. Monterrosa, Christopher Barr, Philippe Weck, Pierre-Alexandre Juan, (2018). Fundamentals of Pellet-Clad Debonding https://doi.org/10.2172/1475101 Publication ID: 59148

Michael Melia, Rebecca Schaller, Hai-Duy Nguyen, Jason Taylor, Jeffrey Rodelas, Eric Schindelholz, (2018). Characterization of local corrosion on 304L formed using the laser engineered network shape (LENS(r)) additive manufacturing technique https://www.osti.gov/servlets/purl/1562348 Publication ID: 58825

Michael Melia, Rebecca Schaller, Hai-Duy Nguyen, Jason Taylor, Jeffrey Rodelas, Eric Schindelholz, (2018). Corrosion of the 304L stainless steel produced by the laser engineered net shape (LENS) technique https://www.osti.gov/servlets/purl/1582195 Publication ID: 63759

Remi Dingreville, Katherine Jungjohann, Ryan Wixom, (2018). PREDICTIVE MODELING AND EXPERIMENTAL CHARACTERIZATION FOR INVESTIGATING MATERIALS DEGRADATION https://www.osti.gov/servlets/purl/1582536 Publication ID: 63930

Warren York, Warren York, Joshua Sugar, Douglas Medlin, Philip Noell, (2018). A Method for Plan-View FIB Liftout of Near Surface Defects with Minimal Beam-Induced Damage https://doi.org/10.1017/S1431927618004701 Publication ID: 63735

Michael Melia, Rebecca Schaller, Hai-Duy Nguyen, Jason Taylor, Jeffrey Rodelas, Eric Schindelholz, (2018). The susceptibility to local corrosion for 304L additively manufactured by a high and low power laser engineered network shape (LENS) technique https://www.osti.gov/servlets/purl/1806535 Publication ID: 63204

Philip Noell, Jay Carroll, Khalid Hattar, Blythe Clark, Brad Boyce, (2018). Ductile fracture in pure metals: from void nucleation to final fracture https://www.osti.gov/servlets/purl/1530940 Publication ID: 62816

Philip Noell, Jay Carroll, Khalid Hattar, Joseph Michael, Blythe Clark, Brad Boyce, (2018). The Micromechanisms of Void Nucleation https://www.osti.gov/servlets/purl/1523798 Publication ID: 62258

Jay Carroll, Hojun Lim, James Lane, Corbett Battaile, Brad Boyce, Philip Noell, (2018). Crystallographic Rotation and Deformation in Tantalum https://www.osti.gov/servlets/purl/1524822 Publication ID: 62332

Michael Melia, Rebecca Schaller, Hai-Duy Nguyen, Jason Taylor, Jeffrey Rodelas, Eric Schindelholz, (2018). Correlating microstructure to corrosion response for additively manufactured 304L stainless steel https://www.osti.gov/servlets/purl/1514786 Publication ID: 62081

Pierre-Alexandre Juan, Remi Dingreville, (2018). Mechanics of finite crack considering interfacial elasticity https://www.osti.gov/servlets/purl/1523339 Publication ID: 62199

Elton Chen, Remi Dingreville, (2018). Interfacial Defect Structure of U-Zr Stacking Misfit Phase Boundaries https://www.osti.gov/servlets/purl/1506571 Publication ID: 61447

Elton Chen, Remi Dingreville, Chaitanya Deo, (2018). Determination of the Threshold Displacement Energy in Uranium https://www.osti.gov/servlets/purl/1506572 Publication ID: 61448

Michael Melia, Rebecca Schaller, Hai-Duy Nguyen, Jason Taylor, Jeffrey Rodelas, Eric Schindelholz, (2018). Correlating the microstructure and surface morphology of additively manufactured 304L series stainless steel to its corrosion response https://www.osti.gov/servlets/purl/1503434 Publication ID: 61220

Michael Melia, Rebecca Schaller, Hai-Duy Nguyen, Jason Taylor, Jeffrey Rodelas, Eric Schindelholz, (2018). Correlating the microstructure and surface morphology of laser engineered net shape (LENS) 304L series stainless steel to its corrosion response https://www.osti.gov/servlets/purl/1503435 Publication ID: 61221

Remi Dingreville, Doruk Aksoy, Douglas Spearot, (2018). Mechanics of Finite (Interfacial) Cracks https://www.osti.gov/servlets/purl/1499249 Publication ID: 60974

Remi Dingreville, James Stewart, (2018). Characterizing displacement cascade damage in bulk Si via virtual diffraction techniques https://www.osti.gov/servlets/purl/1500163 Publication ID: 61041

Philip Noell, Jay Carroll, Brad Boyce, Khalid Hattar, Blythe Clark, (2018). Void Initiation During Ductile Rupture of Pure Metals https://www.osti.gov/servlets/purl/1500182 Publication ID: 61056

Pierre-Alexandre Juan, Remi Dingreville, Khalid Hattar, Samuel Briggs, (2018). Competition of deformation modes in irradiated Zr alloys: a micromechanical approach https://www.osti.gov/servlets/purl/1500195 Publication ID: 61088

Patrick Zarnas, Jianmin Qu, Remi Dingreville, (2018). Interactions between point defects and microstructure: a chemomechanical framework https://www.osti.gov/servlets/purl/1512040 Publication ID: 61400

Philip Noell, (2018). The Role of Microstructure During Stochastic Processes: Void Nucleation and Abnormal Grain Growth https://www.osti.gov/servlets/purl/1513906 Publication ID: 59832

John Bignell, Lindsay Gilkey, Remi Dingreville, Scott Sanborn, Christopher Jones, (2018). Blind Prediction of the Response of an Additively Manufactured Tensile Test Coupon Loaded to Failure https://www.osti.gov/servlets/purl/1513715 Publication ID: 59581

Remi Dingreville, (2018). Mechanics of Finite (Interfacial) Cracks https://www.osti.gov/servlets/purl/1512063 Publication ID: 58553

Remi Dingreville, (2017). Modeling of defects evolution in materials across multiple scales https://www.osti.gov/servlets/purl/1510697 Publication ID: 54080

Philip Noell, Jay Carroll, Khalid Hattar, Blythe Clark, Brad Boyce, (2017). The Micromechanics of Void Nucleation https://www.osti.gov/servlets/purl/1511809 Publication ID: 54358

Philip Noell, Jay Carroll, Khalid Hattar, Blythe Clark, Joseph Michael, Brad Boyce, (2017). Do Voids Initiate at Grain Boundaries During Ductile Rupture? https://www.osti.gov/servlets/purl/1510406 Publication ID: 53488

Philip Noell, Jay Carroll, Khalid Hattar, Blythe Clark, Brad Boyce, (2017). Do voids nucleate at grain boundaries during ductile rupture? Acta Materialia https://doi.org/10.1016/j.actamat.2017.07.004 Publication ID: 56185

Remi Dingreville, Remi Dingreville, James Stewart, Patrick Price, Khalid Hattar, (2017). A Virtual Diffraction Method for Guiding the Characterization of Isolated Radiation-Induced Nanoscale Damage Events https://www.osti.gov/servlets/purl/1474225 Publication ID: 53120

Xiaowang Zhou, R. Karnesky, Remi Dingreville, (2017). Molecular Dynamics Simulations of Radiation-Enhanced Permeation of Hydrogen Isotopes In Ni https://www.osti.gov/servlets/purl/1466493 Publication ID: 58121

Troy Haskin, Zachary Jankovsky, Bibiana Seng, Brian Cohn, Alan Evans, Catherine Wright, Ethan Sena, Eduardo Basurto, Elton Chen, Carlos Lopez, Zacharia Stuart, Douglas Osborn, Timothy Wheeler, Bobby Middleton, Alice Muna, Dusty Brooks, Remi Dingreville, Elena Kalinina, Matthew Denman, (2017). 8840/8850 summer internship mini symposium https://www.osti.gov/servlets/purl/1464682 Publication ID: 57880

Remi Dingreville, Aubrey Eckert, Scott Sanborn, Paul Mariner, (2017). xLPR V2.0 Training https://www.osti.gov/servlets/purl/1468894 Publication ID: 58271

Remi Dingreville, Aubrey Eckert, Scott Sanborn, Paul Mariner, (2017). Probabilistic Fracture Mechanics: A Primer https://www.osti.gov/servlets/purl/1513842 Publication ID: 58272

Remi Dingreville, Aubrey Eckert, Scott Sanborn, Paul Mariner, (2017). Deterministic Model Overview https://www.osti.gov/servlets/purl/1513843 Publication ID: 58273

Remi Dingreville, Aubrey Eckert, Scott Sanborn, Paul Mariner, (2017). xLPR SimEditor https://www.osti.gov/servlets/purl/1513844 Publication ID: 58274

Remi Dingreville, Aubrey Eckert, Scott Sanborn, Paul Mariner, (2017). xLPR Input and pre-processing https://www.osti.gov/servlets/purl/1513846 Publication ID: 58276

Remi Dingreville, Aubrey Eckert, Scott Sanborn, Paul Mariner, (2017). xLPR v2.0 Resources: xLPR Portal https://www.osti.gov/servlets/purl/1513337 Publication ID: 58277

Remi Dingreville, Remi Dingreville, Scott Sanborn, Paul Mariner, Aubrey Eckert, (2017). Challenge Problem 1: Refined SCC Simulation Add Overlay https://www.osti.gov/servlets/purl/1513338 Publication ID: 58278

Remi Dingreville, Scott Sanborn, Aubrey Eckert, Paul Mariner, (2017). Challenge Problem 2: Add Fatigue and Importance Sampling https://www.osti.gov/servlets/purl/1513339 Publication ID: 58279

Remi Dingreville, Aubrey Eckert, Scott Sanborn, Paul Mariner, (2017). How to run an xLPR V2.0 Simulation https://www.osti.gov/servlets/purl/1468895 Publication ID: 58281

Remi Dingreville, Aubrey Eckert, Scott Sanborn, Paul Mariner, (2017). Nuts and bolts of xLPR V2.0: Navigating and following logic within the code https://www.osti.gov/servlets/purl/1468896 Publication ID: 58282

Remi Dingreville, Scott Sanborn, Patrick Mattie, Aubrey Eckert, John Lewis, Lauren Hund, Nevin Martin, Dusty Brooks, Andrew Clark, Paul Mariner, (2017). xLPR V2.0 EXAMPLES OF IT APPLICATIONS https://www.osti.gov/servlets/purl/1465913 Publication ID: 58035

Remi Dingreville, Paul Mariner, Aubrey Eckert, Scott Sanborn, (2017). FUNDAMENTALS OF UNCERTAINTY QUANTIFICATION AND STATISTICAL ANALYSIS IN xLPR V2.0 https://www.osti.gov/servlets/purl/1469068 Publication ID: 58307

Remi Dingreville, Doruk Aksoy, Douglas Spearot, (2017). A primer on selecting grain boundary sets for comparison of interfacial fracture properties in MD simulations https://www.osti.gov/servlets/purl/1462656 Publication ID: 57655

Remi Dingreville, (2017). The role of grain boundary structure and hydrogen on interfacial fracture toughness https://www.osti.gov/servlets/purl/1506593 Publication ID: 57249

Remi Dingreville, Pierre-Alexandre Juan, (2017). Mechanics of finite crack considering interfacial elasticity https://www.osti.gov/servlets/purl/1506833 Publication ID: 57278

Philippe Weck, Pierre-Alexandre Juan, Remi Dingreville, Eunja Kim, (2017). Density functional analysis of fluorite-structured (Ce, Zr)O2/CeO2 interfaces [Density functional analysis of fluorite-structured (Ce, Zr)O2/CeO2 interfaces: Implications for catalysis and energy applications] Journal of Physical Chemistry. C https://doi.org/10.1021/acs.jpcc.7b03902 Publication ID: 56002

Brad Boyce, Blythe Clark, Jay Carroll, Philip Noell, Ryan Sills, (2017). Ductile Void Nucleation in Pure BCC Metals under Quasi-static Loading https://www.osti.gov/servlets/purl/1456770 Publication ID: 56881

Christopher O’Brien, John Bignell, Remi Dingreville, Pierre-Alexandre Juan, (2017). Fragmentation prediction for a brittle ceramic: A integrated two-scale model approach https://www.osti.gov/servlets/purl/1458290 Publication ID: 56776

Khalid Hattar, Remi Dingreville, (2017). Nanomaterials Response to Radiation Environments https://www.osti.gov/servlets/purl/1457991 Publication ID: 56300

Bonnie Klamm, Ryan Hess, Bonnie Klamm, Ryan Hess, Khalid Hattar, Timothy Boyle, Diana Perales, Remi Dingreville, (2017). Preparation and Characterization of UO2 Epitaxial Thin Films https://www.osti.gov/servlets/purl/1456434 Publication ID: 55648

Andre Schleife, Cheng-Wei Lee, Khalid Hattar, Remi Dingreville, Stephen Foiles, (2017). Multiscale modeling of electron-ion dynamics in silicon under particle radiation https://www.osti.gov/servlets/purl/1456461 Publication ID: 55693

Xiaowang Zhou, R. Karnesky, Remi Dingreville, (2017). Molecular Dynamics Studies of Grain Boundary and Irradiation Effects on Hydrogen Diffusion in Nickel https://www.osti.gov/servlets/purl/1456325 Publication ID: 55468

Khalid Hattar, Nicholas Briot, Thomas Balk, Khalid Hattar, Remi Dingreville, (2017). Radiation Effects on the Mechanical Properties of Nanoporous Gold https://www.osti.gov/servlets/purl/1426532 Publication ID: 55284

Xiaowang Zhou, Remi Dingreville, R. Karnesky, (2017). Molecular Dynamics Simulations of Radiation-Enhanced Permeation of Hydrogen Isotopes In Ni https://www.osti.gov/servlets/purl/1456378 Publication ID: 55546

Remi Dingreville, Elton Chen, Chaitanya Deo, (2017). Structure of semi-coherent U-Zr (miscible) interfaces https://www.osti.gov/servlets/purl/1427151 Publication ID: 55013

Remi Dingreville, Khalid Hattar, Brittany Muntifering, Aaron Dunn, Laurent Capolungo, (2017). Displacement Rate and Temperature Equivalence in Stochastic Cluster Simulation of Irradiated alpha-Fe https://www.osti.gov/servlets/purl/1427148 Publication ID: 55014

Remi Dingreville, Doruk Aksoy, Douglas Spearot, (2017). Grain boundary fracture: A perspective from atomistic simulations https://www.osti.gov/servlets/purl/1431561 Publication ID: 55021

Brad Boyce, Jay Carroll, Philip Noell, Daniel Bufford, Blythe Clark, Khalid Hattar, Hojun Lim, Corbett Battaile, (2017). Mechanisms for Ductile Rupture – FY16 ESC Progress Report https://doi.org/10.2172/1340630 Publication ID: 52882

Brittany Muntifering, Youwu Fang, Asher Leff, Aaron Dunn, Jianmin Qu, Mitra Taheri, Remi Dingreville, Khalid Hattar, (2016). In situ Transmission Electron Microscopy He+ implantation and thermal aging of nanocrystalline iron Journal of Nuclear Materials https://doi.org/10.1016/j.jnucmat.2016.10.001 Publication ID: 49421

Remi Dingreville, Patrick Mattie, (2016). Accident Tolerant(Resistant) Fuels and Materials for Light Water Reactor https://www.osti.gov/servlets/purl/1412821 Publication ID: 48093

Remi Dingreville, (2016). xLPR: Probabilistic Fracture Mechanics Approach to Dissimilar Metal Weld Stability in NPP https://www.osti.gov/servlets/purl/1413422 Publication ID: 48119

David Louie, Alexander Brown, Fred Gelbard, John Bignell, Flint Pierce, Tyler Voskuilen, Salvador Rodriguez, Remi Dingreville, Ethan Zepper, Pierre-Alexandre Juan, San Le, Lindsay Gilkey, (2016). NSRD-11: Computational Capability to Substantiate DOE-HDBK-3010 Data https://doi.org/10.2172/1334942 Publication ID: 48036

Charles Bryan, Remi Dingreville, David Enos, (2016). Estimating Bounding Corrosion Pit Sizes on Stainless Steel SNF Interim Storage Canisters https://www.osti.gov/servlets/purl/1406879 Publication ID: 47423

Manuel Franco, Remi Dingreville, Khalid Hattar, Wei Ji, (2016). Effects of Single Ion Strikes into Si on the 3D Reciprocal Space https://www.osti.gov/servlets/purl/1408362 Publication ID: 47522

Remi Dingreville, Aaron Duun, Laurent Capolungo, (2016). Predictive Modeling of Aging and Degradation of Materials in Extreme Environments https://doi.org/10.2172/1431187 Publication ID: 47018

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