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Graduate Admissions

 

An EPSRC funded PhD studentship is available in the Engineering Laboratory at the University of Cambridge. This project is a collaboration between Cambridge and Newcastle Universities and AstraZeneca (via the CASE programme), and will focus on the design of novel machine learning based force fields for use in computer-aided drug discovery.

Accurate computational methods for predicting the strength of binding between a candidate drug molecule and its therapeutic target have the potential to revolutionise the drug discovery process. Our goal is to improve the accuracy of this approach by combining free energy calculations with the Gaussian Approximation Potential (GAP), which employs machine learning techniques to faithfully reproduce the quantum mechanical potential energy surface of the drug molecule.

This project will be coordinated by two supervisors with expertise in machine learning (Prof Gábor Csányi, University of Cambridge) and computer-aided drug design (Dr Daniel Cole, Newcastle University) aspects of this research. The student will work closely with drug discovery programmes at AstraZeneca (Dr Graeme Robb) with the goal of establishing these computational methods as part of the standard tool kit in the drug discovery pipeline.

The project will provide highly sought-after training in the fields of computational medicinal chemistry and machine learning. As such, it will provide excellent experience for a future career in either academia or the pharmaceutical industry.

Funding rules of EPSRC stipulate that applicants must be EU citizens resident in the UK (for at least the last three years). The successful applicant will enter the EPSRC Centre for Doctoral Training in Computational Methods for Materials Science.

Further information on research at Cambridge, Newcastle and AstraZeneca may be found at: http://www.eng.cam.ac.uk/profiles/gc121 https://blogs.ncl.ac.uk/danielcole/ https://www.astrazeneca.co.uk https://www.csc.cam.ac.uk/academic/cdtcompmat

Enquiries should be directed to Prof Gábor Csányi (gc121@cam.ac.uk)

Please quote reference NM15510 on your application and in any correspondence about this vacancy.

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Key Information

Department of Engineering

Reference: NM15510

Dates and deadlines:

Published
Friday, 4 May, 2018
Closing Date
Monday, 18 June, 2018