Abstract: This research study reviews the statistical fundamentals of machine learning with a focus on Bayesian methods to quantify the uncertainty in model predictions. Bayesian statistics provides a ...

Abstract: This paper presents a systematic approach to enhancing ISO 26262, a widely adopted standard for automotive functional safety, by integrating Machine Learning (ML)-specific life cycle phases ...

MARIN and SolarDuck have completed high-precision station-keeping tests of a 54-platform floating solar array, demonstrating the survivability in high sea states. The tests, conducted in MARIN’s ...