N-CMAPSS
PulseAugur coverage of N-CMAPSS — every cluster mentioning N-CMAPSS across labs, papers, and developer communities, ranked by signal.
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New CruiseBench benchmark standardizes aircraft engine RUL prediction
Researchers have introduced CruiseBench, a new benchmark designed to standardize the evaluation of remaining useful life (RUL) prediction models for aircraft engines. This benchmark is derived from the N-CMAPSS dataset,…
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New framework provides counterfactual explanations for AI in predictive maintenance
Researchers have developed SurvCF(t), a novel framework designed to provide counterfactual explanations for survival models used in predictive maintenance with multivariate time-series data. This system identifies the s…
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Federated learning paper introduces new strategy for client disagreements
This paper introduces a new taxonomy and resolution strategy for handling client-level disagreements in Federated Learning (FL). The proposed method creates isolated model update paths to prevent cross-contamination and…