Fearghal O'Donncha

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Publication activitypapers/week, last 8 weeks

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Natural Language Processing (1)Reasoning & Chain-of-Thought (1)Tool Use & Agents (1)

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Nianjun Zhou (1)Natalia Martinez (1)James T Rayfield (1)Fenno F. Heath (1)

Papers (1)

Mar 9, 2026

Fearghal O'Donncha +61w ago

Evidence-Driven Reasoning for Industrial Maintenance Using Heterogeneous Data

LLMs can reliably guide industrial maintenance decisions when constrained by deterministic evidence construction and rule-based verification, even with incomplete and heterogeneous data.

Fearghal O'Donncha, Nianjun Zhou, Natalia Martinez +4

Natural Language Processing Reasoning & Chain-of-Thought Tool Use & Agents

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Fearghal O'Donncha

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)