Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry. - Karl Löwenmark; Cees Taal; Stephan Schnabel; Marcus Liwicki; Fredrik Sandin (CoRR, 2021)

Integrating Expert Knowledge With Domain Adaptation for Unsupervised Fault Diagnosis. - Qin Wang 013; Cees Taal; Olga Fink (IEEE Trans. Instrum. Meas., 2022)

Graph Neural Networks for Dynamic Modeling of Roller Bearing. - Vinay Sharma; Jens Ravesloot; Cees Taal; Olga Fink (CoRR, 2023)

Virtual Sensor for Real-Time Bearing Load Prediction Using Heterogeneous Temporal Graph Neural Networks. - Mengjie Zhao; Cees Taal; Stephan Baggerohr; Olga Fink (CoRR, 2024)

Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics. - Mengjie Zhao; Cees Taal; Stephan Baggerohr; Olga Fink (CoRR, 2024)

Domain adaptation via alignment of operation profile for Remaining Useful Lifetime prediction. - Ismail Nejjar; Fabian Geissmann; Mengjie Zhao; Cees Taal; Olga Fink (Reliab. Eng. Syst. Saf., 2024)

Equi-Euler GraphNet: An Equivariant, Temporal-Dynamics Informed Graph Neural Network for Dual Force and Trajectory Prediction in Multi-Body Systems. - Vinay Sharma; Rémi Tanguy Oddon; Pietro Tesini; Jens Ravesloot; Cees Taal; Olga Fink (CoRR, 2025)