Analysis of Environmental Factors Affecting the Atmospheric Corrosion Rate of Low-Alloy Steel Using Random Forest-Based Models

Feature Importance of Stabilised Rammed Earth Components Affecting the Compressive Strength Calculated with Explainable Artificial Intelligence Tools

(2020) Hubert Anysz et al.   Materials

Use of Statistical Analysis Methods for Estimating the Reliability of First-Year Carbon Steel and Zinc Corrosion Loss Predictions Calculated Using Dose-Response Functions

(2019) Yu. M. Panchenko et al.   Protection of Metals and Physical Chemistry of Surfaces

Machine learning assistance for electrochemical curve simulation of corrosion and its application

(2019) Xiaoyu Gong et al.   MATERIALS AND CORROSION-WERKSTOFFE UND KORROSION

Prediction of Cyclic Stress–Strain Property of Steels by Crystal Plasticity Simulations and Machine Learning

(2019) Yuto Miyazawa et al.   Materials

Shapley additive explanations for NO2 forecasting

(2019) María Vega García et al.   Ecological Informatics

Long-term atmospheric pre-corrosion fatigue properties of epoxy primer-coated 7075-T6 aluminum alloy structures

(2019) Sheng Zhang et al.   INTERNATIONAL JOURNAL OF FATIGUE

Random forest versus logistic regression: a large-scale benchmark experiment

(2018) Raphael Couronné et al.   BMC BIOINFORMATICS

Influence of environmental factors on atmospheric corrosion in dynamic environment

(2018) Yikun Cai et al.   CORROSION SCIENCE

Five-year atmospheric corrosion of Cu, Cr and Ni weathering steels in a wide range of environments

(2018) I. Díaz et al.   CORROSION SCIENCE

Atmospheric corrosion of ASTM A-242 and ASTM A-588 weathering steels in different types of atmosphere

(2018) Ivan Díaz et al.   CORROSION ENGINEERING SCIENCE AND TECHNOLOGY

Machine learning for molecular and materials science

(2018) Keith T. Butler et al.   NATURE

Modeling the corrosion behavior of Ni-Cr-Mo-V high strength steel in the simulated deep sea environments using design of experiment and artificial neural network

(2018) Qiangfei Hu et al.   JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

The use of artificial intelligence combiners for modeling steel pitting risk and corrosion rate

(2017) Jui-Sheng Chou et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Effect of Cu, Cr and Ni alloying elements on mechanical properties and atmospheric corrosion resistance of weathering steels in marine atmospheres of different aggressivities

(2017) H. Cano et al.   MATERIALS AND CORROSION-WERKSTOFFE UND KORROSION

Characterization of atmospheric corrosion near the coastal areas of Arabian Sea

(2017) Ishrat Jamil et al.   MATERIALS AND CORROSION-WERKSTOFFE UND KORROSION

Long-term forecast of corrosion mass losses of technically important metals in various world regions using a power function

(2014) Yu.M. Panchenko et al.   CORROSION SCIENCE

Quantitative structure–activity relationship model for amino acids as corrosion inhibitors based on the support vector machine and molecular design

(2014) Hongxia Zhao et al.   CORROSION SCIENCE

Weathering steels: From empirical development to scientific design. A review

(2014) M. Morcillo et al.   CORROSION SCIENCE

Atmospheric corrosion data of weathering steels. A review

(2013) M. Morcillo et al.   CORROSION SCIENCE

Mapping Atmospheric Corrosion on Modern Materials in the Greater Athens Area

(2013) Harry D. Kambezidis et al.   WATER AIR AND SOIL POLLUTION

Study of the corrosion behavior of weathering steels in atmospheric environments

(2012) Zhifen Wang et al.   CORROSION SCIENCE

Mapping Atmospheric Corrosion on Materials of Archaeological Importance in Athens

(2011) Harry D. Kambezidis et al.   WATER AIR AND SOIL POLLUTION

A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data

(2009) Bjoern H Menze et al.   BMC BIOINFORMATICS

Weatherability of 09CuPCrNi steel in a tropical marine environment

(2009) Yuantai Ma et al.   CORROSION SCIENCE

Influence of environmental factors on corrosion of ship structures in marine atmosphere

(2009) C. Guedes Soares et al.   CORROSION SCIENCE

Atmospheric corrosion of carbon steel in Colombia

(2009) J.G. Castaño et al.   CORROSION SCIENCE

Hybrid genetic algorithms and support vector regression in forecasting atmospheric corrosion of metallic materials

(2008) S.F. Fang et al.   COMPUTATIONAL MATERIALS SCIENCE

Corrosion rate prediction of 3C steel under different seawater environment by using support vector regression

(2008) Y.F. Wen et al.   CORROSION SCIENCE