A critical review of machine learning algorithms in maritime, offshore, and oil & gas corrosion research: A comprehensive analysis of ANN and RF models

MMH Imran, S Jamaludin, AFM Ayob - Ocean Engineering, 2024 - Elsevier
Corrosion presents significant challenges in the marine, offshore, and oil and gas industries,
resulting in annual economic losses amounting to billions of dollars. To address these …

Exploring conduction mechanisms in chalcogenide thin films: an experimental and soft computing approach with ANN and GP techniques

DM Habashy, HE Atyia, HI Lebda - The European Physical Journal …, 2023 - epjplus.epj.org
The article consists of two main sections. In the first part, an experimental study was
conducted to investigate the AC conduction of Se83Bi17 (SB), Se83Bi17Ge5 (SBG), and …

Machine Learning Approaches to 3D Models for Drug Screening

VA da Silva, R Sharma, E Shteinberg, V Patel… - Biomedical Materials & …, 2024 - Springer
The creation of precise, functional 3D tissues can enable effective drug screening as well as
advancements in regenerative medicine. However, the inherent limitations present during …

Experimental investigation and optimization of manufacturing processes of Ni–P–Y2O3 composite coatings by multiple linear regression method based on genetic …

Y Abdesselam, I Rezgui, M Naoun, A Belloufi… - … International Journal of …, 2023 - Springer
The nature and complexity of the manufacturing process for composite coatings make it
difficult to predict or even measure the technical and economic performance of …

Balanced Anti-Corrosion Action of Reduced Graphene Oxide in Zn-Al Coating during Medium-Term Exposure to NaCl Solution

Q Shi, H Wu, P Zhang, D Wang, J Wang, X Jie - Coatings, 2023 - mdpi.com
Considering the electronegativity and shielding anti-sepsis characteristic of reduced
graphene oxide (G), we design a Zn-Al coating with embedded G (Zn-G/Al) on low-carbon …

Amélioration des propriétés des revêtements composites Ni-P-Y2O3 par l'optimisation des paramètres d'électrodéposition

Y ABDESSELAM - dspace.univ-ouargla.dz
La nature et la complexité du processus de fabrication des revêtements composites rendent
difficile la prévision voire la mesure des performances technico-économiques de la …