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Development and validation of QSPR models for corrosion inhibition of carbon steel by some pyridazine derivatives in acidic medium

Authors
  • El Assiri, El Hassan1
  • Driouch, Majid1
  • Lazrak, Jamila2
  • Bensouda, Zakariae1
  • Elhaloui, Ali1, 3
  • Sfaira, Mouhcine1
  • Saffaj, Taoufiq4
  • Taleb, Mustapha2
  • 1 Laboratory of Engineering, Modeling and Systems Analysis, LIMAS, Faculty of Sciences Dhar El Mahraz, Sidi Mohamed Ben Abdellah University, USMBA, Po. Box 1796, Atlas Fez, Morocco
  • 2 Laboratory of Engineering, Electrochemistry, Modeling and Environment, Faculty of Sciences Dhar El Mahraz, Sidi Mohamed Ben Abdellah University, USMBA, Po. Box 1796 Atlas Fez, Morocco
  • 3 Laboratory of Materials, Electrochemistry and Environment, Faculty of Sciences, Ibn Tofaîl University, Po. Box 133-14000 Kénitra, Morocco
  • 4 Laboratory of Application Organic Chemistry, Faculty of Sciences and Techniques, Sidi Mohamed Ben Abdellah University, USMBA, Po. Box 2626 Fez, Morocco
Type
Published Article
Journal
Heliyon
Publisher
Elsevier
Publication Date
Oct 05, 2020
Volume
6
Issue
10
Identifiers
DOI: 10.1016/j.heliyon.2020.e05067
PMID: 33072903
PMCID: PMC7548432
Source
PubMed Central
Keywords
License
Unknown

Abstract

Materials chemistry, Theoretical chemistry, Corrosion inhibition; DFT calculations; Principal components analysis; Partial least squares regression; Principal component regression; Artificial neural networks; Cross validation

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