4D X-ray Imaging Methods Research Associate

University of Cambridge; Cambridge; On-site; GBP 33,000 - 46,000; Full time

Job summary

The University of Cambridge invites applications for a Research Associate/Research Assistant to develop computational foundations for a dynamic X-ray tomography programme in Cambridge, UK. The post focuses on reconstructing 3D evolution of materials using neural representations and physics-informed, data-driven approaches.

Fixed-term: 24 months. Applicants will work with new X-ray hardware and high-rate mechanical tests, with collaboration across disciplines.

Qualifications

• Strong background in image processing, inverse problems and machine learning.

Responsibilities

• Develop reconstruction and image-processing methods for under-sampled, dynamically evolving X-ray datasets.
• Explore NeRFs and neural representations for 4D imaging.
• Coordinate computational work with lab X-ray hardware and high-rate mechanical experiments.
• Couple computational imaging with deformation models and physical knowledge.

Skills

Image processing

Inverse problems

Machine learning

Tools

ABAQUS

Job description

The University of Cambridge invites applications for a Research Associate/Research Assistant to develop computational foundations for a dynamic X-ray tomography programme in Cambridge, UK. The post focuses on reconstructing 3D evolution of materials using neural representations and physics-informed, data-driven approaches.

Fixed-term: 24 months. Applicants will work with new X-ray hardware and high-rate mechanical tests, with collaboration across disciplines.