Pipeline monitoring data recovery using novel deep learning models: an engineering case study.

Front Artif Intell · 2025 · PMC12537690 · PMID 41127626

Europe PMC DOI

hedged sentence

—

closest p

—

boldest claim

The sentences

an increasing trendno p-value reported

Further analysis revealed that as the missing data ratio increased, error metrics (MSE, RMSE, MAPE, and MAE) showed an increasing trend, while R 2 values gradually decreased.

also in 63,971 other papers

Quoted from the open-access full text in Europe PMC under the licence the publisher applied. The sentence is reproduced exactly as published; the emphasis is ours.