Founded on interdisciplinary physics and engineering research.

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

Publications and Presentations

Presentations

Transportation Research Board 2026 Annual Meeting

Predictive Intelligence in Container Shipping

Publications

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

Start Your Amplification Today