Estimating pitting descriptors of 316 L stainless steel by machine learning and statistical analysis

LB Coelho, D Torres, V Vangrunderbeek… - NPJ Materials …, 2023 - nature.com
A hybrid rule-based/ML approach using linear regression and artificial neural networks
(ANNs) determined pitting corrosion descriptors from high-throughput data obtained with …

Electrochemical behavior of additively manufactured 316L stainless steel in H2SO4 solution containing methionine as an amino acid

M Yeganeh, MH Rezvani, SM Laribaghal - Colloids and Surfaces A …, 2021 - Elsevier
In this work, electrochemical and surface characteristics of 316L stainless steel
manufactured by laser powder bed fusion (LPBF) were studied in the 0.1 MH 2 SO 4 solution …

Synergistic inhibition mechanism of phosphate and phytic acid on carbon steel in carbonated concrete pore solutions containing chlorides

Y Liu, X Zhou, X Guan, J Shi - Corrosion Science, 2022 - Elsevier
Synergistic inhibition performance of trisodium phosphate (TSP) and phytic acid (PA) on
chloride-induced corrosion of Q235 carbon steel in carbonated concrete pore solutions was …

Microstructure evolution, corrosion behavior, and biocompatibility of Ti-6Al-4V alloy manufactured by electron beam melting (EBM) technique

M Yeganeh, MT Shoushtari, AT Khanjar… - Colloids and Surfaces A …, 2023 - Elsevier
It is the purpose of this study to investigate the effects of heat treatment on the microstructure,
corrosion, and biological behavior of Ti-6Al-4V alloy manufactured using electron beam …

Effects of stray current and silicate ions on electrochemical behavior of a high-strength prestressing steel in simulated concrete pore solutions

J Ming, X Zhou, H Zuo, L Jiang, Y Zou, J Shi - Corrosion Science, 2022 - Elsevier
This work aims to shed new light on the evolution of passivation and chloride-induced
corrosion behavior of a high-strength prestressing steel affected by stray current and silicate …

Synergistic effect of red mud and fly ash on passivation and corrosion resistance of 304 stainless steel in alkaline concrete pore solutions

N Yao, X Zhou, Y Liu, J Shi - Cement and Concrete Composites, 2022 - Elsevier
The natural passivation ability and chloride-induced corrosion behavior of 304 stainless
steel in alkaline concrete pore solutions containing red mud and fly ash were evaluated by …

Role of encapsulated corrosion inhibitor on the anti-corrosion performance of reinforcing steel in lightweight concrete

K Li, H Zheng, JX Lu, W Li, CS Poon - Cement and Concrete Composites, 2024 - Elsevier
This study aims to enhance the anti-corrosion performance of reinforcing steel in lightweight
aggregate concrete (LAC) using lightweight aggregates (LWAs) to carry a corrosion …

Understanding the intrinsic effect of fly ash on passivity and chloride-induced corrosion of carbon steel and stainless steel in cement extract solutions

Z Geng, N Yao, X Zhou, J Shi - Cement and Concrete Composites, 2023 - Elsevier
Compared with the ordinary Portland cement extract solution (OPC solution), the passivation
capability and chloride-induced corrosion behavior of carbon steel (Q235) and 316 stainless …

Unraveling electrochemical performance of a 10CrMo steel in alkaline concrete pore solutions with red mud and ground granulated blast-furnace slag

X Zhou, N Yao, J Shi - Corrosion Science, 2022 - Elsevier
Abstract Effect of red mud (RM) and ground granulated blast-furnace slag (GGBS) on
passivation and chloride-induced corrosion of a 10CrMo steel in alkaline concrete pore …

In-depth insight into the role of molybdate in corrosion resistance of reinforcing steel in chloride-contaminated mortars

J Shi, M Wu, J Ming - Cement and Concrete Composites, 2022 - Elsevier
The purpose of this study is to achieve a better understanding of the inhibition mechanism of
molybdate as a potential corrosion inhibitor for reinforcing steel embedded in chloride …