Author

Muhammad Arslan Pervaiz

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Open access Jul 2026

A cross-domain deep learning framework for remaining useful life prediction in industrial applications

A cross-domain deep learning framework based on a hybrid Convolutional Neural Network–Bidirectional Long Short-Term Memory architecture that extracts local degradation features through CNN layers and captures long-term dependencies via BiLSTM networks and indicates cross-domain adaptability under limited target-domain...

Sudip Saha, Muhammad Arslan Pervaiz, Muhammad Safwat Rahman et al. · PLoS ONE · 0 citations