Author

Fearghal O'Donncha

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#machine learning Review Open access Sep 2026

Machine Learning in Fish Farming

This chapter explores how machine learning (ML) is transforming aquaculture, with a particular focus on enhancing decision-making processes and improving operational efficiency. The chapter is structured to first introduce the challenges in aquaculture and the role of AI and then provide an overview of ML techniques in...

Fearghal O'Donncha, Nikos Papandroulakis, Jennie Korus et al. · 0 citations

#artificial intelligence Book Open access Jun 2025

AssetOpsBench: A Real-World Evaluation Benchmark for AI-Driven Task Automation in Industrial Asset Management

An automated evaluation framework that uses three key metrics to analyze architectural trade-offs between the Agent-As-Tool and Plan-Execute paradigms, along with a systematic procedure for the automated discovery of emerging failure modes is introduced.

Dhaval Patel, Shuxin Lin, James T. Rayfield et al. · Proceedings of the 32nd ACM... · 17 citations · ⚡3