Marios Gkionis

Publications

Gkionis, Marios; Wilhelmsen, Nils Christian Aars; Aamo, Ole Morten. (2025) Fault diagnosis for drilling using a multitask physics-informed neural network. IFAC-PapersOnLine

Gkionis, M., Aamo, O. M., & Aarsnes, U. J. F. (2025, July). Real‐time fault detection and diagnosis for oil well drilling using a multitask neural network. In Proceedings of the 22nd International Conference on Informatics in Control, Automation and Robotics (ICINCO 2025).

Gkionis, Marios; Wilhelmsen, Nils Christian Aars; Aamo, Ole Morten. (2025) Fault diagnosis for drilling using a multitask physics-informed neural network. IFAC-PapersOnLine
Academic article

Gkionis, Marios; Wilhelmsen, Nils Christian Aars; Aamo, Ole Morten. (2025) Fault diagnosis for drilling using a multitask physics-informed neural network. IFAC-PapersOnLine
Academic article

Poster

Gkionis, Marios; Wilhelmsen, Nils Christian Aars; Aamo, Ole Morten. (2025) Fault diagnosis for drilling using a multitask physics-informed neural network. 14th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems 2025-06-16 - 2025-06-19
Academic lecture

Gkionis, Marios; Aamo, Ole Morten; Aarsnes, Ulf Jakob Flø. (2025) Real-Time Fault Detection and Diagnosis for Oil Well Drilling using a Multitask Neural Network. The 22nd International Conference on Informatics in Control, Automation and Robotics (ICINCO 2025) 2025-10-20 - 2025-10-22