X-Ray Computed Tomography Research Laboratory (XCT-Lab), Project code

Italian Ministry of Education, University and Research; Italia; In loco; EUR 35.000 - 48.000; Tempo pieno

Descrizione del lavoro

Libera Università di Bolzano seeks a researcher to advance 3D image reconstruction and processing for anomaly detection in tomographic scans. The role includes contributing to physics-informed machine learning to forecast anomaly impact on component function.

The project also involves developing visualization and inspection techniques for CT data, and assisting in dataset creation and benchmarking for XCT challenges, with potential expansion to related projects.

Mansioni

• Research and development in 3D image reconstruction and 3D image processing for anomaly detection in tomographic scans.
• Explore physics-informed machine learning for predicting the impact of anomalies on component functioning.
• Support dataset creation and benchmarking of industrial CT scans and implement the XCT challenge series.

Descrizione del lavoro

Organisation/Company Libera Università di Bolzano Research Field Engineering Researcher Profile Recognised Researcher (R2) Leading Researcher (R4) First Stage Researcher (R1) Established Researcher (R3) Application Deadline 14 Oct 2026 - 12:00 (UTC) Country Italy Type of Contract To be defined Job Status Not Applicable Is the job funded through the EU Research Framework Programme? Not funded by a EU programme Is the Job related to staff position within a Research Infrastructure? No

Offer Description

Research and development in 3D image reconstruction and 3D image processing for anomaly detection in tomographic scans of plastic, steel and metal alloy components and in physics-informed machine learning for predicting the impact of anomalies on the functioning of the component under examination; development of innovative visualization and inspection techniques of CT scans; support in the dataset creation and benchmarking of industrial CT scans and implementation of the XCT challenge series.
Additional research activities in the context of other research projects on similar topics may be defined in due course with the mutual agreement between post-doc assignment holder and supervisor. If the supervision of this activity taking place within another project is done in detail by a different professor/researcher, the main supervisor has to explicitly countersign the part of the report regarding the activity on additional research projects.

• Italy

Eligibility of fellows: country/ies of residence:

• OTHER

Eligibility of fellows: nationality/ies: