Job details
Time of job announcement2020-11-12 17:36:51
Type of position
Postdoc position, University of Cambridge
Project title
Inverse Problems and Machine Learning for Cryo-EM
Project description
We invite applications for a Post-Doctoral Research Associate to work in the Cambridge Image Analysis group at the Department of Applied Mathematics and Theoretical Physics, University of Cambridge. The Cambridge Image Analysis Group (CIA) specialises in the mathematics of inverse problems in imaging, digital image and video processing using partial differential equations, variational methods and machine learning. Our research ranges from the modelling and analysis of such methods to their computational realisation and application. The research activity of the successful candidate will take place within the CIA, and more specifically, within a multidisciplinary project on inverse problems related to cryo-EM. This project is a collaboration between the CIA, the group of Sjors Scheres at the Laboratory for Molecular Biology (Cambridge), Ozan Öktem (KTH and Edinburgh) and the Alan Turing Institute. The particular focus of the project is the design of hybrid mathematical and machine learning methods for cryo-EM image and atomistic model reconstruction. This is an exceptional opportunity to conduct ambitious research whilst collaborating with an interdisciplinary team. Application deadline: 20 November 2020 More details on the post and application procedure: https://www.jobs.cam.ac.uk/job/27210/