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2020 – today
- 2025
[j1]Zifeng Gong
, Philip Desenfans, Davy Pissoort, Hans Hallez, Dries Vanoost:
Modelling Axial Nonuniformity in Induction Machines Using a Multislice Magnetic Equivalent Circuit. IEEE Trans. Ind. Electron. 72(6): 5613-5624 (2025)- [c5]Laure Buysse, Dries Vanoost, Jeroen Boydens, Davy Pissoort:
A Five-Dimensional Digital Twin Architecture for Real-Time and Non-Real-Time Safety Assurance of Autonomous Systems. EDCC-C 2025: 195-200 - [c4]Yunjia Wang, Laure Buysse, Dries Vanoost, Davy Pissoort, Jeroen Boydens, Mathias Verbeke:
AMLOP: A Framework for the Operational Safety Assurance of Machine Learning Leveraging Model Monitoring. CAI 2025: 1361-1368 - [i2]Emma Vancayseele, Philip Desenfans, Zifeng Gong, Dries Vanoost, Herbert De Gersem, Davy Pissoort:
Data-Driven Model Identification of Unbalanced Induction Motor Dynamics and Forces using SINDYc. CoRR abs/2502.20013 (2025) - [i1]Pablo Ruiz-Morales, Dries Vanoost, Davy Pissoort, Mathias Verbeke:
Koopman Invariants as Drivers of Emergent Time-Series Clustering in Joint-Embedding Predictive Architectures. CoRR abs/2511.09783 (2025) - 2023
- [c3]Chandrakanth R. Kancharla, Dries Vanoost, Jens Vankeirsbilck, Jeroen Boydens, Hans Hallez:
(POSTER) Unsupervised and Condition Invariant Anomaly Detection for The Constrained Edge. DCOSS-IoT 2023: 77-79 - [c2]Chandrakanth R. Kancharla, Jens Vankeirsbilck, Dries Vanoost, Jeroen Boydens, Hans Hallez:
Lightweight and Self Adaptive Model for Domain Invariant Bearing Fault Diagnosis. IoTBDS 2023: 29-38 - 2022
- [c1]Laure Buysse, Dries Vanoost, Jens Vankeirsbilck, Jeroen Boydens, Davy Pissoort:
Case Study Analysis of STPA as Basis for Dynamic Safety Assurance of Autonomous Systems. EDCC Workshops 2022: 37-45
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