Lev Telyatnikov
2 indexed papers
Recent (6 mo)
2With code
0Influential cites
0Benchmarked
0Publications per year
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.
Highlighted terms show continued research focus across papers
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…
View →
cs.AIcs.LGeess.SPRecentMay 27, 2026