Postdoc: Real-Time AI Vision for Concrete Production

DTU - Technical University of Denmark; Kongens Lyngby; Vor Ort; DKK 360.000 - 420.000; Vollzeit

Zusammenfassung

DTU - Technical University of Denmark is seeking a full-time Postdoc in the Digital Building Technology section (DTU Construct) to develop a DL-based image analysis framework for in-line monitoring of concrete and its constituents using hyperspectral imaging. The role includes real-time prediction and collaboration within an interdisciplinary team, with a focus on publication and teaching activities.

The position is one of two postdoc roles funded by Innovation Fund Denmark as part of the

Qualifikationen

• Background in deep learning, big-data, computer vision, or related fields.
• Background in in-line process monitoring or related fields.
• Preference for candidates with competence on concrete characterisation and experimental research.

Aufgaben

• Implement and optimize DL models for quality control and real-time assessment in inline concrete production.
• Develop predictive algorithms using hyperspectral data to estimate material properties and performance.
• Create a GUI to enable non-expert users to apply the model.
• Collaborate with the DTU Construct and Vistacon teams, including the other postdoc.
• Disseminate results via publications and conferences.
• Engage in research and teaching at section/department level, supervising PhD/MSc projects.

Kenntnisse

Deep learning

Big-data

Computer vision

Inline process monitoring

Ausbildung

PhD degree

Jobbeschreibung

DTU - Technical University of Denmark is seeking a full-time Postdoc in the Digital Building Technology section (DTU Construct) to develop a DL-based image analysis framework for in-line monitoring of concrete and its constituents using hyperspectral imaging. The role includes real-time prediction and collaboration within an interdisciplinary team, with a focus on publication and teaching activities.

The position is one of two postdoc roles funded by Innovation Fund Denmark as part of the