Explanipedia

On the mechanical isotropy and corrosion behavior of tantalum produced via laser beam powder bed fusion Open

Andrew Kustas, Erin Barrick, Jonathan Pegues, Hannah Sims, Mary Louise Gucik , et al. · 2025

Tantalum (Ta) is a refractory metal with excellent corrosion resistance and biocompatability, high melting temperature and density, and good electrical and thermal conductivity, with applications in capacitors, medical implants and devices…

Corrosion behavior of additively manufactured refractory-based alloys Open

Michael Melia, Mary Louise Gucik, Tyler LeBrun, Andrew Kustas, Erin Barrick · 2024

Custom Cathode Optimization for Electropolishing Additively Manufactured 316L Stainless Steel Open

Kasandra Escarcega Herrera, Michael Melia, Mary Louise Gucik, Jason Taylor · 2024

Rapid Predictions of Part Lifetimes in Corrosive Environments, Corrosion Open

Philip Noell, Mark P. Wilson, Vitalie Stavila, Laura C. Merrill, Michael Melia , et al. · 2024

Corrosion challenges persist throughout SNL’s mission areas. The primary difficulty lies in the fact that corrosion typically manifests as isolated, rare events, making preemptive identification exceedingly difficult. Our current strategy …

Custom Cathode Optimization for Electropolishing Additively Manufactured 316L Stainless Steel Open

Michael Melia, Mary Louise Gucik, Jason Taylor · 2024

Integrating Machine Learning into the Computational Calculations of Galvanic Corrosion Open

David Montes de Oca Zapiain, Aditya Venkatraman, Demitri Maestas, Michael Melia, Matthew Roop , et al. · 2024

Wire arc additive manufactured A36 steel performance for marine renewable energy systems Open

Hyein Choi, J. Adamczyk, Bernadette A. Hernandez-Sanchez, Eun-Kyung Cho Koss, Philip Noell , et al. · 2024

A&L Presentation Open

Philip Noell, David Montes de Oca Zapiain, Aditya Venkatraman, Mark P. Wilson, Michael Melia , et al. · 2024

Finite Element Modeling of Atmospheric Corrosion: Boundary Conditions, Model Fidelities, and Computational Advances with Machine Learning Open

Ryan Katona, Aditya Venkatraman, Matthew Roop, Philip Noell, Michael Melia , et al. · 2024

Initiation and propagation of corrosion on additively manufactured stainless steel Open

Michael Melia, Erin Karasz, Jason R. Taylor, Nicole Nimeh, Kasandra Escarcega Herrera , et al. · 2024

Applications of 3D EBSD for understanding complex microstructures Open

Andrew Polonsky, Julia Deitz, Hojun Lim, Philip Noell, Michael Melia , et al. · 2024

Active Learning Framework and Probabilistic Exploration of Finite Element Method Corrosion Models Open

Ryan Katona, Aditya Venkatraman, Matthew Roop, Demitri Maestas, Michael Melia , et al. · 2024

Accelerating FEM-Based Corrosion Predictions Using Machine Learning Open

David Montes de Oca Zapiain, Demitri Maestas, Matthew Roop, Philip Noel, Michael Melia , et al. · 2024

Atmospheric corrosion of metallic parts is a widespread materials degradation phenomena that is challenging to predict given its dependence on many factors (e.g. environmental, physiochemical, and part geometry). For materials with long ex…

Supplemental Data for the Journal Article Entitled Accelerating FEM-based Corrosion Predictions using Machine Learning submitted for publication to the Journal of the Electrochemical Society. Open

David Montes de Oca Zapiain, Demitri Maestas, Matthew Roop, Philip Noel, Michael Melia , et al. · 2023

This repository contains the Supplemental Data for the Journal Article Entitled Accelerating FEM-based Corrosion Predictions using Machine Learning submitted for publication to the Journal of the Electrochemical Society. Authors: David Mon…

Supplemental Data for the Journal Article Entitled Accelerating FEM-based Corrosion Predictions using Machine Learning submitted for publication to the Journal of the Electrochemical Society. Open

David Montes de Oca Zapiain, Demitri Maestas, Matthew Roop, Philip Noel, Michael Melia , et al. · 2023

This repository contains the Supplemental Data for the Journal Article Entitled Accelerating FEM-based Corrosion Predictions using Machine Learning submitted for publication to the Journal of the Electrochemical Society. Authors: David Mon…

True active surface area as a key indicator of corrosion behavior in additively manufactured 316L stainless steel Open

Seongkoo Cho, Steven F. Buchsbaum, Monika M. Biener, Justin S. Jones, Michael Melia , et al. · 2023

Laser powder bed fusion (LPBF) additively manufactured (AM) 316L stainless steels (SS) possess much more complex surfaces than their wrought counterparts which affects the corrosion behavior. Surface roughness, a typical metric for assessi…

Hydrogen Concentration and Uptake in Additively Manufactured Austenitic Stainless Steels. Open

Rebecca Schaller, Amin Imani, Edouard Asselin, Michael Melia, Eric John Schindelholz · 2023

Machine-to-machine variability of roughness and corrosion in additively manufactured 316L stainless steel Open

C. L. Clark, Erin Karasz, Michael Melia, Daniel E. Hooks, Robert Hackenberg , et al. · 2023

Analysis of Pitting Corrosion on Wrought and Additively Manufactured 316L Stainless Steel in Atmospheric Environments Open

Michael Melia, Peter Renner, Kasandra Escarcega Herrera, Jason R. Taylor, Erin Karasz · 2023

Additive manufacturing of metal components enables rapid fabrication of complex geometries. However, metal additive manufacturing also introduces new morphological and microstructural characteristics which might be detrimental to component…

Porosity, roughness, and passive film morphology influence the corrosion behavior of 316L stainless steel manufactured by laser powder bed fusion Open

Frank W. DelRio‬, Ryan M. Khan, Michael Heiden, Paul G. Kotula, Peter Renner , et al. · 2023

Corrosion susceptibility of additively manufactured stainless steel Open

Michael Melia, Peter Renner, Erin Karasz, Kasandra Escarcega Herrera, Jason Taylor , et al. · 2023

Pit growth kinetics in aluminum: effects of salt loading and relative humidity Open

Philip Noell, Benjamin Pham, Ian Campbell, Brendan Donohoe, Demitri Maestas , et al. · 2023

The growth kinetics of localized corrosion, e.g. pits, in corrosive environments often controls the service life of metallic components. Yet, our understanding of these kinetics is largely based on coupon-level, e.g. mass-loss, studies whi…

Wire Arc Additive Manufacturing for Marine Energy Conversion Open

Jesse Adamczyk, Kasandra Escarcega Herrera, Ana Love, Michael Melia, Michael Heiden · 2023

Modeling the Stochastic Nature of Corrosion Reactions in Atmospheric Conditions Open

Ryan Katona, Demitri Maestas, Matthew Roop, Rebecca Schaller, Mark P. Wilson , et al. · 2023

Accelerated screening of Tax(CoCrFeMnNi)1-x and Nbx(CoCrFeMnNi)1-x high-entropy alloys Open

Jonathan Pegues, Michael Melia, Shaun Whetten, Mark A. Rodriguez, Erin Barrick , et al. · 2023

Dry electrolyte polishing of as-printed additively manufactured metals Open

Michael Melia · 2023

Understanding and Modeling the Stochastic Nature of Corrosion Reactions in Atmospheric Conditions Open

Demitri Maestas, Mark P. Wilson, David Montes de Oca Zapiain, Michael Melia, Rebecca Schaller · 2023

Dry electrolyte polishing of as-printed additively manufactured stainless steel Open

Michael Melia, Peter Renner, Erin Karasz, Kasandra Escarcega Herrera, Jason Taylor , et al. · 2023

Leveraging Machine Learning to Increase Computational Efficiency in Electrochemical Systems: An Application to Galvanic Corrosion Open

David Montes de Oca Zapiain, Demitri Maestas, Michael Melia, Philip Noell, Ryan Katona · 2023

Localized corrosion of additively manufactured stainless steel in atmospheric environments Open

Peter Renner, Michael Melia, Erin Karasz, Kasandra Escarcega Herrera, Jason Taylor , et al. · 2023

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