Machine Learning for Corrosion Management
Wednesday, April 9, 2025 8:00 AM to 10:00 AM · 2 hr. (US/Central)
Symposia
Digital TransformationEmerging Topics
Information
This symposium features technical papers on how to model and/or manage corrosion using new machine learning techniques. This may include how to deal with large data sets, create digital twins, model corrosion (or other time dependent material degradation mechanisms) using artificial neural networks, Bayesian networks, decision trees etc.
Chair
Francois Ayello
Vice Chair
Guanlan Liu
Educational Track
Strategic & Emerging Technologies
Location
Presentation
Unlocking the Power of Machine Learning: Forecasting Acidizing Corrosion Inhibitor Performance
Wednesday, April 9, 2025 8:00 AM to 8:30 AM
Room 104 A
Machine Learning Based Surrogate Modelling of a High-fidelity Multiphysics CO2 Corrosion Model
Wednesday, April 9, 2025 8:30 AM to 9:00 AM
Room 104 A
Simplified Bayesian Network Model for Stress Corrosion Cracking
Wednesday, April 9, 2025 9:00 AM to 9:30 AM
Room 104 A
Francois Ayello · DNV
Symbolic Regression Based Surrogate Modelling of a High-Fidelity Multiphysics CO2 Corrosion Model
Wednesday, April 9, 2025 9:30 AM to 10:00 AM
Room 104 A