University of Southampton
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1 week ago
Fully funded PhD in Chemical Origin Attribution using NMR, Bayesian Inference and Machine Learning University of Southampton in United Kingdom
Degree Level
PhD
Field of study
Computer Science
Funding
Fully funded for UK only.
Deadline
Aug 31, 2027
Country
United Kingdom
University
University of Southampton
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About this position
University of Southampton is advertising a fully funded PhD project in chemical origin attribution using NMR spectroscopy, Bayesian inference, and machine learning.
The project asks whether chemically identical compounds can be distinguished by subtle spectral differences linked to isotopic composition and production history. You will develop probabilistic models for noisy experimental NMR data, quantify uncertainty, and identify spectral features that help attribute unknown compounds to particular sources.
This research sits at the intersection of chemistry, statistics, data science, and forensic science, with applications in chemical security and environmental monitoring. The project includes collaboration with the Defence Science and Technology Laboratory (Dstl) and the Interdisciplinary Centre for Magnetic Resonance at the University of Southampton.
Funding is listed as fully funded (UK only). The degree type is Doctor of Philosophy, and the closing date is 31 August 2027.
Entry requirements include a 2:1 honours degree. Prior NMR expertise is not required, and training will be provided in Python, statistical modelling, data analysis, and NMR interpretation.
Funding details
Fully funded for UK only.
What's required
Applicants should have a 2:1 honours degree. Prior expertise in NMR spectroscopy is not required. The project is suitable for candidates with backgrounds in chemistry, statistics, data science or related areas, and training in Python programming, statistical modelling and NMR interpretation will be provided depending on existing experience.
How to apply
Review the project details on the University of Southampton page and follow the PhD application instructions under the How to apply section. Check eligibility carefully because the funding is restricted to UK applicants.
Make your next move.
Prepare your application
Review drafts and confirm requirements with the university.
Make your next move.
Prepare your application
Review drafts and confirm requirements with the university.