Olga Fink
2 indexed papers
Recent (6 mo)
2With code
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226
Top categories
AI×2ML×2Software Eng.×1Signal Processing×1
Frequent co-authors
Research Timeline
2026
From paper to benchmark: agentic, framework-based reproduction of under-specified methods in machine health intelligence
The paper introduces an agentic, framework-based system to transform under-specified academic papers into standardized, comparable, and executable benchmarks for industrial Prognostics and Health Management (PHM).
Picid: A Modular Evaluation Infrastructure for Reproducible PHM Across Tasks and Domains
The paper introduces Picid, a modular evaluation infrastructure that standardizes and formalizes the entire Prognostics and Health Management (PHM) evaluation pipeline to ensure reproducible and fair comparisons across diverse tasks and domains.
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Papers
cs.AIcs.LGcs.SERecentMay 27, 2026
From paper to benchmark: agentic, framework-based reproduction of under-specified methods in machine health intelligence
The paper introduces an agentic, framework-based system to transform under-specified academic papers into standardized, comparable, and executable benchmarks for industrial Prognostics and Health Mana…
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cs.AIcs.LGeess.SPRecentMay 27, 2026