Browsing School of Electronic Engineering and Computer Science by Author "Torr, P"
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Diagnosing and Preventing Instabilities in Recurrent Video Processing
Tanay, T; Sootla, A; Maggioni, M; Dokania, PK; Torr, P; Leonardis, A; Slabaugh, G (2023) -
Remaining-Useful-Life Prediction and Uncertainty Quantification using LSTM Ensembles for Aircraft Engines
Deb, O; Benetos, E; Torr, P; NeurIPS Workshop on Advancing Neural Network Training (WANT): Computational Efficiency, Scalability, and Resource Optimization (2023-12-16)This paper introduces the innovative use of the "Deep Ensemble" technique in building a regression model to predict the Remaining Useful Life (RUL) of aircraft engines, utilizing the renowned run-to-failure turbo engine ...