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researcher

Marshall McDonnell

2 papers hereh-index 212 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI2

identity via Semantic Scholar / OpenAlex

most citedAutomated Data Readiness for Scientific AI

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.AI2026★ 1 cited

Automated Data Readiness for Scientific AI

Sean R. Wilkinson, Valentine G. Anantharaj, Jong Youl Choi +8

Leadership computing facilities steward large-scale scientific datasets that routinely require substantial transformation before serving as AI training data. However, no existing f…

cs.AI2026

Fantastic Scientific Agents and How to Build Them: AgentBuild for Rietveld Refinement

Woong Shin, Craig A. Bridges, Marshall T. McDonnell +1

As scientific workflows shift from deterministic executables to LLM-based agents, the development practices on offer, such as fine-tuning, reinforcement learning, and prompt-and-go…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.