
Originating from the research of Songbird Rivers' founder Austin F. Cooper, first published in 2025 focused on Pareto optimization in maritime shipping.
Predictive Intelligence in Container Shipping

Cooper, A. F. (2025). Predictive Machine Learning to Increase theThroughput of Container Yards. arXiv. https://doi.org/10.48550/arXiv.2509.16207.