A geometry / seasonal-β / forecast-α decomposition of optimizer fuel-ROI across ocean regimes, under ERA5+GLORYS replay against a pre-registered protocol. The forecast-dependent component a real-time service adds is under 1% of fuel — and that is a hindcast upper bound.
Reconstructing a 22° synchronous-roll resonance on an MR tanker in a long quartering swell — from ECDIS track, ERA5 wave spectrum and stability data — and what it reveals about roll-model fidelity.
Independent cross-validation of WindMar's routing engines on five diverse routes against a commercial weather-routing reference — comparing route geometry, weather conditions encountered, and ETA. No fuel comparison.
Complete guide to building a self-hosted AI automation pipeline using Docker, n8n workflows, Ollama for local LLMs, and Telegram for notifications.
How to Shift Projects in a Rapidly Evolving Environment - exploring the benefits and practical considerations of running large language models locally.