Uncertainty aware predictive maintenance using a hybrid Transformer with Monte Carlo Dropout and conformal prediction

Chao-Lung Yang; Tamrat Yifter Meles; Atinkut Atinafu Yilma; Melkamu Mengstnew Teshome

doi:10.1016/j.asej.2026.103992

Citations

425

Views

Abstract not available for this publication.

Cite this Article (APA)

Chao-Lung, Y., Tamrat, Y. M., Atinkut, A. Y., Melkamu, M. T. (2026). Uncertainty aware predictive maintenance using a hybrid Transformer with Monte Carlo Dropout and conformal prediction. Ain Shams Engineering Journal. https://doi.org/10.1016/j.asej.2026.103992

Xulin Su; Fei Zhou; Jinxing Lai; Ziyang Ding; Junling Qiu; Jianwei Zhang; Chujun · 2026

cites

403

The impact of generative AI on architectural design education: insights from hands-on experience wit…

Rawan Alamasi; Omar S. Asfour; Riyad Ashmeel · 2026

cites

432

Experimental visualization of soil arching evolution and collapse in pile-supported embankments unde…

Qizhi Chen; Hongruyi Wei; Xinpeng Li; Baoping Zou; Yanshen Deng; Bowen Kong · 2026

cites

595

A robust intuitionistic fuzzy framework for optimizing emergency response strategies under uncertain…