...Abstract Accurate corrosion modeling allows engineers to predict when and where corrosion is likely to occur, and to which extent it can affect exposed structures. This allows improved design and materials selection, facilitates timely maintenance and repair, hence reducing downtime and preventing...

... of the mechanistic model. Instead, a methodology is proposed to obtain a highly tuned parameter vector for a ML algorithm from a learning set of corrosion rate data. corrosion modelling machine learning algorithm rate processes supervised learning nonlinear regression INTRODUCTION A constant challenge persists...

... point Salt point Corrosion Modelling Overhead corrosion INTRODUCTION Observations Model without Neutralizer The ammonia content in the boot water is very high and it boosts the boot water pH which questions the very requirement for neutralizer injection. To understand the behavior of the overhead...