Machine learning model to map tribocorrosion regimes in feature space

R Ramachandran - Coatings, 2021 - mdpi.com
Degradation by wear and corrosion are frequently encountered in a variety of tribosystems,
including materials and tools in forming operations. The combined effect of wear and …

A review of artificial intelligence applications in ship structures

A Mikulić, J Parunov - Trends in the Analysis and Design of Marine …, 2019 - taylorfrancis.com
The rapid development of computer science and information technology has created plenty
of new approaches and possibilities to collect, sort and analyze a huge amount of data …

Prediction and detection of localised corrosion attack of stainless steel in biogas production: Machine Learning Classification Approach

MJ Jimenez-Come, FJG Gallero, PÁ Gómez, V Matres - 2023 - researchsquare.com
Biogas contributes to environmental protection by reducing greenhouse gas emissions and
promoting the recycling of organic waste. Its utilization plays a crucial role in addressing the …

Novel trends on the assessment and management of maritime infrastructures: Outcomes from GIIP project

L Rincon, J Matos, EV Pereira, J Marcelino… - 2022 - repositorio.lnec.pt
Climatic conditions, load, fatigue, aging and other factors causes a de-terioration in civil
infrastructures. As a consequence, repair and maintenance work actions are needed, being …

On solutions to several classes of differential-algebraic equations based on artificial neural networks

Y Zhao, LAN Jun, WU Yongjun - 应用数学和力学, 2019 - 218.194.173.11
In nonlinear science, it is always an important subject and research focus to find the
approximate analytical solutions to differential equations. The artificial neural network and …

Real and Imaginary Impedance Prediction of Ni-P Composite Coating for Additive Manufacturing Steel via Multilayer Perceptron

MFR Zulkifli, NF Roslan, S Mat Jusoh… - Metals, 2022 - mdpi.com
Mathematical models are beneficial in representing a given dataset, especially in
engineering applications. Establishing a model can be used to visualise how the model fits …

Modeling research of initial atmospheric corrosion of Q235 carbon steel based on electrical resistance probe

Z Li, D Fu, Z Pei - Anti-Corrosion Methods and Materials, 2021 - emerald.com
Purpose This paper aims to discover the mathematical model for Q235 carbon steel
corrosion date acquired in the initial stage of atmospheric corrosion using electrical …

Prediction of pitting corrosion characteristics of al-6xn steel with sensitization and environmental variables using multiple linear regression method

KH Jung, SJ Kim - Corrosion Science and Technology, 2020 - koreascience.kr
This study aimed to predict the pitting corrosion characteristics of AL-6XN super-austenitic
steel using multiple linear regression. The variables used in the model are degree of …

Degradation models and maintenance strategies for reinforced concrete structures in coastal environments under climate change: a review

LFR Prada, YFM Moscoso, AEA Hamami, JC Matos… - 2024 - repositorium.sdum.uminho.pt
Modern engineering faces challenges in ensuring technical standards for service, durability,
and sustainability. Political, administrative, and budgetary factors, coupled with climate …

Study on the forecasting of the hot corrosion resistance of typical superalloys for aeroengines

G Bingxiu, X Wang, Y Wang… - IOP Conference Series …, 2019 - iopscience.iop.org
The high-temperature components of aeroengines are in contact with gas flow for a long
time, making them susceptible to hot corrosion, which can affect the reliability and lifespan of …