“…In this context, the choice of materials for inhibitor design is of particular importance given that it directly affects the efficacy, safety, and environmental impact of corrosion inhibition tactics. [641][642][643] In conclusion, careful material selection is a key component of the design of green corrosion inhibitors. Design professionals may produce corrosion inhibition solutions that are efficient and sustainable, improving both industrial processes and the health of the world by considering the environment, human health, performance, and regulatory factors (Fig.…”
Section: Green Corrosion Inhibition Using Materials Designmentioning
Given the high toxicity of inorganic inhibitors, organic substances, primarily heterocycles, have proven to be one of the most efficient, cost-efficient, and practical alternatives. The severe limitations of using organic...
“…In this context, the choice of materials for inhibitor design is of particular importance given that it directly affects the efficacy, safety, and environmental impact of corrosion inhibition tactics. [641][642][643] In conclusion, careful material selection is a key component of the design of green corrosion inhibitors. Design professionals may produce corrosion inhibition solutions that are efficient and sustainable, improving both industrial processes and the health of the world by considering the environment, human health, performance, and regulatory factors (Fig.…”
Section: Green Corrosion Inhibition Using Materials Designmentioning
Given the high toxicity of inorganic inhibitors, organic substances, primarily heterocycles, have proven to be one of the most efficient, cost-efficient, and practical alternatives. The severe limitations of using organic...
“…These compounds exhibit potential as environmentally friendly and low-toxicity green inhibitors. 46,47 Notably, pharmaceutical substances generally remain largely unaltered, even post the expiration date of most drugs, rendering them viable for application as corrosion inhibitors. 48 The SMILES2IE-steel tool was employed to predict the IEs of ten previously published drug compounds.…”
Section: Model Validation On Drug Compoundsmentioning
An advanced machine learning workflow integrating the gradient boosting decision tree (GB) algorithm and the permutation feature importance (PFI) technique has been proposed to predict the corrosion inhibition efficiency (IE) of organic compounds.
“…Additionally, they are a renewable resource of resources and biodegradable. 22 A variety of drugs 23,24 and natural substances 25 were evaluated as green corrosion inhibitors for steels in corrosive environments.…”
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