A Lightweight Convolutional Neural Network Model for Concrete Damage Classification using Acoustic Emissions. - Yuxuan Zhang 005; Sebastian Bader 002; Bengt Oelmann (SAS, 2022)

Tiny Machine Learning for Damage Classification in Concrete Using Acoustic Emission Signals. - Veysi Adin; Yuxuan Zhang 005; Bengt Oelmann; Sebastian Bader 002 (I2MTC, 2023)

Tiny Machine Learning for Real-Time Postural Stability Analysis. - Veysi Adin; Yuxuan Zhang 005; Bruno Andò; Bengt Oelmann; Sebastian Bader 002 (SAS, 2023)

Leveraging Acoustic Emission and Machine Learning for Concrete Materials Damage Classification on Embedded Devices. - Yuxuan Zhang 005; Veysi Adin; Sebastian Bader 002; Bengt Oelmann (IEEE Trans. Instrum. Meas., 2023)

Comparison of Tiny Machine Learning Techniques for Embedded Acoustic Emission Analysis. - Uditha Muthumala; Yuxuan Zhang 005; Luciano Martínez Rau; Sebastian Bader 002 (WF-IoT, 2024)

On-device Anomaly Detection in Conveyor Belt Operations. - Luciano S. Martínez Rau; Yuxuan Zhang 005; Bengt Oelmann; Sebastian Bader 002 (CoRR, 2024)

Cervical Spondylosis Diagnosis Based on Convolutional Neural Network with X-ray Images. - Yang Xie; Yali Nie; Jan Lundgren; Mingliang Yang; Yuxuan Zhang 005; Zhenbo Chen (Sensors, 2024)

Tiny-Machine-Learning-Based Supply Canal Surface Condition Monitoring. - Chengjie Huang; Xinjuan Sun; Yuxuan Zhang 005 (Sensors, 2024)

Survey of Quantization Techniques for On-Device Vision-based Crack Detection. - Yuxuan Zhang 005; Luciano Sebastian Martínez Rau; Quynh Nguyen Phuong Vu; Bengt Oelmann; Sebastian Bader 002 (I2MTC, 2025)

An On-Device Hybrid Machine Learning Approach for Anomaly Detection in Conveyor Belt Operations. - Luciano Sebastian Martínez Rau; Yuxuan Zhang 005; Quynh Nguyen Phuong Vu; Bengt Oelmann; Sebastian Bader 002 (I2MTC, 2025)

On-Device Fault Diagnosis With Augmented Acoustic Emission Data: A Case Study on Carbon Fiber Panels. - Yuxuan Zhang 005; Rhys Pullin; Bengt Oelmann; Sebastian Bader 002 (IEEE Trans. Instrum. Meas., 2025)

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks. - Quynh Nguyen Phuong Vu; Luciano S. Martínez Rau; Yuxuan Zhang 005; Nho-Duc Tran; Bengt Oelmann; Michele Magno; Sebastian Bader 002 (CoRR, 2025)

On-Device Crack Segmentation for Edge Structural Health Monitoring. - Yuxuan Zhang 005; Ye Xu; Luciano S. Martínez Rau; Quynh Nguyen Phuong Vu; Bengt Oelmann; Sebastian Bader 002 (CoRR, 2025)

Adaptive Noise Resilient Keyword Spotting Using One-Shot Learning. - Luciano S. Martínez Rau; Quynh Nguyen Phuong Vu; Yuxuan Zhang 005; Bengt Oelmann; Sebastian Bader 002 (CoRR, 2025)