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Journal Articles
Exploring optimization strategies for support vector machine-based half-cell potential prediction
Available to Purchase
Journal:
Anti-Corrosion Methods and Materials
Anti-Corrosion Methods and Materials (2024) 71 (6): 719–732.
Published: 01 August 2024
...Shikha Pandey; Yogesh Iyer Murthy; Sumit Gandhi Purpose This study aims to assess support vector machine (SVM) models' predictive ability to estimate half-cell potential (HCP) values from input parameters by using Bayesian optimization, grid search and random search. Design/methodology/approach...
