CT Imaging Research Scientist: 3D Reconstruction & ML

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

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.