Dyer, A., Zaengle, D., Duran, R., Nelson, J., Wenzlick, M., Wingo, P., Bauer, J., Rose, K., and L. Romeo. (In Review, 2021). Applied Machine Learning Model Comparison: Predicting Offshore Platform Integrity with Gradient Boosting Algorithms and Neural Networks. Marine Structures.
Nelson, J.R., Romeo, R., and Duran, R., 2021. “Exploring the Spatial Variations of Stressors Impacting Platform Removal in the Northern Gulf of Mexico,” Journal of Marine Science and Engineering 9, no. 11: 1223. https://doi.org/10.3390/jmse9111223
Romeo, L. , and Bauer, J., “Forecasting Platform Integrity with Machine Learning & Advanced Analytics for Reuse Optimization Strategies and Risk Prevention,” Carbon Management and Oil and Gas Research Project Review Meeting Aug. 26, 2021. https://edx.netl.doe.gov/offshore/wp-content/uploads/2021/12/Forecasting-Platform-Integrity-with-Machine-Learning_NETL_08262021.pdf
Romeo, L., Dyer, A., Bauer, J., Barkhurst, A., Duran, R., Nelson, J., Sabbatino, M., Wenzlick, M., Wingo, P., Zaengle, D. and Rose, K. 2021. Forecasting Offshore Platform Integrity: Applying Machine Learning Algorithms to Quantify Lifespan and Mitigate Risk. Machine Learning in Oil & Gas. April 15, 2021. Virtual.
Romeo, L., Dyer, A., Zaengle, D., Nelson, J., Wenzlick, M., Duran, R., Sabbatino, M., Wingo, P., Barkhurst, A., Bauer, J., and Rose, K., “Forecasting Offshore Platform Integrity and Lifespan – Improving Safety and Reliability,” invited presentation at the ICCOPR Quarterly Meeting (virtual), December 9, 2020.
Romeo, L., Dyer, A., Zaengle, D., Nelson, J., Wenzlick, M., Duran, R., Sabbatino, M., Wingo, P., Barkhurst, A., Bauer, J., and Rose, K. 2020. Assessing Current and Future Infrastructure Hazards: Forecasting Integrity using Machine Learning and Advanced Analytics. Oil and Gas Project Review Meeting. October 26, 2020. Virtual. https://www.osti.gov/servlets/purl/1768713
Corrosion 2018, 74, 276–287
Feng, R.; Beck, J. R.; Hall, D. M.; Buyuksagis, A.; Ziomek-Moroz, M.; Lvov, S. N.
March 2018
https://www.corrosionjournal.org/doi/abs/10.5006/2406?journalCode=corr
https://doi.org/10.5006/2406
Proceedings of the 2017 TechConnect World Innovation Conference & Expo, National Harbor, MD, May 14–17, 2017; pp. 367–370
Mollot, D.; Cedro, V.; Hawk, J. A.; Conrad, R.; Alman, D. E.; Powell, C.
May 2017
https://www.techconnectworld.com/World2017/about/ConferenceProceedings.html
Electrochimica Acta 2016, 212, 998–1009
Feng, R.; Beck, J. R.; Ziomek-Moroz, M.; Lvov, S.
September 2016
http://www.sciencedirect.com/science/article/pii/S0013468616315754
Paper No. 7657; NACE International Corrosion 2016 Conference and Expo; NACE: Houston, TX, 2016
Ziomek-Moroz, M.; Feng, R.; Beck, J. R.; Hall, D. M.; Wolfe, I.; Buyuksagis, A.; Lvov, S. N.
March 2016
https://www.researchgate.net/publication/301895532_Corrosion_Behavior_of_Ultra-high_Strength_Drilling_Steel_in_Alkaline_Brines_Containing_Hydrogen_Sulfide_at_High_Temperature