Prediction of Corrosion/Selection of Materials Using Models

Well, one could rely on materials compatibility charts, such as this.

You should research the subject to determine what work has already been done.

Fundamentals of Corrosion and Corrosion Control

Basics of Corrosion Control

Where have you looked so far?

97256 corrosion control software and corrosion monitoring. - NACE

Don't reinvent the wheel, do some basic research, on your own.

As we all know Corrosion is complex in nature and requires inputs from various sources for finding the cost-effective life assurance solutions. We need to account many factors for sourcing the right causes as well as overcoming all uncertainties. Control methods find proven for one area may not be suitable for other geographies since corrosion is influenced by internal and external environmental changes. A structured analysis is required for documenting the worst case aggressive conditions and considering foreseen agressive changes for the actual passive cases or vice-versa.

Sounds like a hook for a commercial. Wait for it..................

Absolutely it is a collaborative exercise for finding technology answers to resolve corrosion issues in many environments. Experience what we gather from one geography may or may not be directly useful for current situation, but certainly provides insights for handling uncertainties that come along the manufacturing/design/application/assessment processes.