Noise Injection Framework for Development of Noise-Robust Predictive Maintenance Solutions. - Urszula Jachymczyk; Pawel Knap; Adam Szulecki (MetroXRAINE, 2025)

Design and Validation of Low-Cost MEMS Sensor Networks for AI-Based Predictive Maintenance in Industry 4.0. - Julia Jelenska; Urszula Jachymczyk; Pawel Knap; Maciej Wiszniewski (MetroXRAINE, 2025)

ID CNN-Based Domain Adaptation for Robust Bearing Fault Diagnosis. - Pawel Knap; Urszula Jachymczyk (MetroXRAINE, 2025)

Hybrid Late-Fusion Approach for Intelligent Fault Identification Under Cross-Load Operating Conditions. - Pawel Knap; Urszula Jachymczyk (IEEE Access, 2026)