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Muhammad Javed

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Open access Aug 2026

Explainable Domain-Adaptive CNN–Transformer for Bidirectional Cross-Domain Bearing Fault Diagnosis

Industry 5.0 requires resilient, adaptive, and trustworthy manufacturing systems capable of maintaining reliable diagnostic performance across heterogeneous industrial environments. However, data-driven fault diagnosis models often experience substantial performance degradation when transferred across machines, operati...

Muhammad Javed, Su-Hang Ding, Hong-Xia Yan et al. · 0 citations

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