Preprint · 2026

From paper to benchmark: agentic, framework-based reproduction of under-specified methods in machine health intelligence

Raffael Theiler, Ludovico Comito, David Leko, Leandro Von Krannichfeldt, Lev Telyatnikov, Olga Fink

VenuearXiv
URLhttps://arxiv.org/abs/2605.28371
TopicsReplicHAI / Agent & LLM run-to-run variability
Tagsreplichai
archiveIDarXiv:2605.28371
citationKeytheiler2026paper
libraryCatalogbackground/bib/bib-q1q2.bib

BibTeX

@misc{theiler2026paper,
	title = {From paper to benchmark: agentic, framework-based reproduction of under-specified methods in machine health intelligence},
	url = {https://arxiv.org/abs/2605.28371},
	publisher = {arXiv},
	author = {Theiler, Raffael and Comito, Ludovico and Leko, David and Von Krannichfeldt, Leandro and Telyatnikov, Lev and Fink, Olga},
	year = {2026},
	keywords = {replichai},
}