Corrosion morphology prediction of civil infrastructure using a physics-constrained machine learning method
David Najera-Flores, Guofeng Qian, Zhen Hu, Michael D. Todd
Topics & Concepts
Surrogate modelAutoencoderKrigingPrognosticsUncertainty quantificationGaussian processArtificial intelligenceConvolutional neural networkComputer scienceArtificial neural networkMachine learningPhysicsGaussianData miningQuantum mechanicsConcrete Corrosion and DurabilityNon-Destructive Testing TechniquesCorrosion Behavior and Inhibition