19 citations · 39 across the 7 of their papers we have counts for
3 papers · 1 filter
Data-centric Operational Design Domain Characterization for Machine Learning-based Aeronautical Products
Fateh Kaakai, Shridhar "Shreeder" Adibhatla, Ganesh Pai +1
We give a first rigorous characterization of Operational Design Domains (ODDs) for Machine Learning (ML)-based aeronautical products. Unlike in other application sectors (such as s…
Towards Quantification of Assurance for Learning-enabled Components
Erfan Asaadi, Ewen Denney, Ganesh Pai
Perception, localization, planning, and control, high-level functions often organized in a so-called pipeline, are amongst the core building blocks of modern autonomous (ground, ai…
Architecting Safer Autonomous Aviation Systems
Jane Fenn, Mark Nicholson, Ganesh Pai +1
The aviation literature gives relatively little guidance to practitioners about the specifics of architecting systems for safety, particularly the impact of architecture on allocat…