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Proceedings Papers

Generative Digital Design of Polymeric Coatings with Advanced Properties

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Rishi E. Kumar, Katherine Uttley-Stack
View Paper titled, Generative Digital Design of Polymeric Coatings with Advanced Properties
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Proceedings Papers

Machine Learning Based Surrogate Modelling of High-fidelity Multiphysics CO2 Corrosion Model Predictions

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Ethan Proudlove, Richard C. Woollam, Harvey Thompson, Richard Barker
View Paper titled, Machine Learning Based Surrogate Modelling of High-fidelity Multiphysics CO2 Corrosion Model Predictions
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Proceedings Papers

Unsupervised Clustering and Supervised Regression Learning to Select High Temperature Oxidation-Resistant Materials

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Marie Romedenne, Praneeth Bachu, James Smialek, Govindarajan Muralidharan, Rishi Pillai
View Paper titled, Unsupervised Clustering and Supervised Regression Learning to Select High Temperature Oxidation-Resistant Materials
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Proceedings Papers

A Statistical Approach to Rectifier Groundbed Remaining Service Life Prediction

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Matt Barrett, Mill Jawed, Dylan Bolch, William Maize, Tony da Costa
View Paper titled, A Statistical Approach to Rectifier Groundbed Remaining Service Life Prediction
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Proceedings Papers

Predicting Performance of Acidizing Corrosion Inhibitors through Machine Learning Techniques

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Chris Waller, Gedeng Ruan, Vittoria Balsamo, Jesse Lee, Weslynn Morris, Chad Gilmer, Ming-Zhao Jin, Youseffi Crick, Peiqi Qiao
View Paper titled, Predicting Performance of Acidizing Corrosion Inhibitors through Machine Learning Techniques
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Proceedings Papers

Symbolic Regression Based Surrogate Modelling of a High-Fidelity Multiphysics CO2 Corrosion Model

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Richard C. Woollam, Ethan Proudlove, Michael Jones, Harvey M. Thompson, Richard Barker
View Paper titled, Symbolic Regression Based Surrogate Modelling of a High-Fidelity Multiphysics CO2 Corrosion Model
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Proceedings Papers

Improvements in the Deflection Angle Allowed for Pipe, with an Operating Temperature below 50 °C, Coated with non-VOC Liquid Resin, at a Lower Thickness than Recommended for High Temperature.

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Edgardo Tamaronis
View Paper titled, Improvements in the Deflection Angle Allowed for Pipe, with an Operating Temperature below 50 °C, Coated with non-VOC Liquid Resin, at a Lower Thickness than Recommended for High Temperature.
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Proceedings Papers

Analysis and Monitoring of Welded Carbon Steel Corrosion in Aqueous Solutions Using Electrochemical Noise and Wavelet Analysis

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Ahmed Abdulmutaali, Katerina Lepkova, Chris Aldrich
View Paper titled, Analysis and Monitoring of Welded Carbon Steel Corrosion in Aqueous Solutions Using Electrochemical Noise and Wavelet Analysis
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Proceedings Papers

Application of Artificial Intelligence in Corrosion Management

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Mohd Aswadi Ton Alias, Nurul Asni Mohamed, M Iskandar Bakeri, Izzatdin A Aziz, M Hilmi Hasan, M Shahrizal PKM Seeni Mohd, Sathiyamurthi Raja Moorthi
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Proceedings Papers

Pitting Corrosion Detection by Ultrasound Monitoring

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Magnus Wangensteen, Ali Fatemi, Tonni Franke Johansen, Erlend Magnus Viggen
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Proceedings Papers

Corrosion and Risk Modelling Analytics

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B. R. Shivadhanush, N. J. Laycock, M. Geeta, F. Samie, P. Panchami, J. Hartog
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Proceedings Papers

Leveraging Physical and Virtual On-Aircraft Sensors to Inform Maintenance Practices

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Rebecca Skelton Marshall, Dan Christy, Floyd Steele, Fritz Friedersdorf, Sam Kunselman, Matt Watson, Rena Fish
View Paper titled, Leveraging Physical and Virtual On-Aircraft Sensors to Inform Maintenance Practices
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Proceedings Papers

Data-Driven Machine Learning Techniques Case Study for Corrosion Depth Prediction in Facilities Station Piping

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Kane Kaiqi Cheng, Michael Snow
View Paper titled, Data-Driven Machine Learning Techniques Case Study for Corrosion Depth Prediction in Facilities Station Piping
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Proceedings Papers

A Prediction of Corrosion-related Leakage on Distribution Pipelines via Machine Learning Method

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Zhuoran Zhang, Guanlan Liu
View Paper titled, A Prediction of Corrosion-related Leakage on Distribution Pipelines via Machine Learning Method
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Proceedings Papers

Application of Machine Learning Techniques for Sand Erosion Prediction for Elbows in Multiphase Flow

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Ronald E. Vieira, Farzin Darihaki, Jamie Li, Siamack A. Shirazi
View Paper titled, Application of Machine Learning Techniques for Sand Erosion Prediction for Elbows in Multiphase Flow
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Proceedings Papers

Mechanistic Model as a Bias to Machine Learning Algorithm for Confident Prediction of Corrosion

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Ishan Patel, Gheorghe Bota
View Paper titled, Mechanistic Model as a Bias to Machine Learning Algorithm for Confident Prediction of Corrosion
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Proceedings Papers

Practical Application of AI to Transform Pipeline Integrity Management

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Pankaj Tandon
View Paper titled, Practical Application of AI to Transform Pipeline Integrity Management
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Proceedings Papers

Ultrasonic Guided Waves and Machine Learning for Corrosion Monitoring in Steel Pipes

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Magnus Wangensteen, Tonni Franke Johansen, Ali Fatemi, Erlend Magnus Viggen
View Paper titled, Ultrasonic Guided Waves and Machine Learning for Corrosion Monitoring in Steel Pipes
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Proceedings Papers

How Not to Do Machine Learning for Corrosion Prediction

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Thomas Hayden, Joseph Mazzella, Len Krissa, Paul Murray
View Paper titled, How Not to Do Machine Learning for Corrosion Prediction
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Proceedings Papers

Optimization of Side-Groove Configuration of NACE Method D Testing

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Hiroki Kamitani, Hisashi Amaya, Keiichi Kondo, Yuji Arai
View Paper titled, Optimization of Side-Groove Configuration of NACE Method D Testing
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