Romeo, L., Rose, K., Barkhurst, A., Duran, R., Dyer, A., Nelson, J., Sabbatino, M., Wenzlick, M., Wingo, P., and Zaengle, D., “Machine Learning Driven Forecasting of Offshore Infrastructure Integrity,” in preparation.