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Rudolf Roemer

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PhD in Scientific Machine Learning for Quantum Many-Body Dynamics and Quantum Chaos University of Warwick in United Kingdom

Degree Level

PhD

Field of study

Computer Science

Funding

Fully funded PhD project for 42 months with a full UK-standard annual tax-free stipend of £21,830 rising with inflation, plus allocations for conference travel and consumables. Some UKRI awards are allocated to international students, and international applicants may also consider Warwick PGR Scholarship Competitions.

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United Kingdom

University

University of Warwick

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Keywords

Computer Science
Mathematics
Theoretical Physics
Quantum Mechanics
Condensed Matter Physics
Statistical Mechanics
High Performance Computing
Quantum Dynamics
Quantum Communication
Statistics
Physics
ML

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About this position

PhD opportunity at the University of Warwick in the Department of Physics, working on Scientific Machine Learning for Quantum Many-Body Dynamics and Quantum Chaos.

This project sits at the interface of quantum physics, theoretical physics, statistical mechanics, machine learning, and high-performance computing. The research aims to develop new computational approaches for simulating and analysing complex quantum systems, where conventional methods struggle because of exponential complexity.

Possible directions include machine-learning methods for sign and phase problems in quantum simulations, studying quantum chaos and thermalisation, identifying phase transitions and critical phenomena from data, extracting observables from noisy quantum computing/simulation experiments, and building interpretable, uncertainty-aware ML tools for physical insight.

The successful candidate will join the Theoretical Physics research activities in the Department of Physics at Warwick and work under the co-supervision of Professor Rudolf Roemer and Dr Amos Chan. The project offers interdisciplinary training in quantum many-body theory, computational physics, scientific machine learning, numerical methods, and research software development, with opportunities for collaboration within Warwick’s quantum science community and beyond.

Funding: fully funded for 42 months, with a UK-standard annual tax-free stipend of £21,830 rising with inflation, plus conference travel and consumables. Some UKRI awards are available for international students, and Warwick PGR Scholarship Competitions may provide additional international funding support.

Eligibility: applicants should have or expect at least an upper second class BSc honours, MSci or MPhys, or equivalent in Physics or a related subject. A strong mathematical and analytical background is required; programming experience in Python, C/C++, Julia, Mathematica, or similar is desirable. Non-native English speakers need IELTS 6.5 or equivalent.

How to apply: review the Department of Physics postgraduate application information on Warwick’s website. Interested applicants are encouraged to email Professor Roemer with a brief CV and a short statement of interests and relevant background before applying.

Location: Coventry, United Kingdom.

Funding details

Fully funded PhD project for 42 months with a full UK-standard annual tax-free stipend of £21,830 rising with inflation, plus allocations for conference travel and consumables. Some UKRI awards are allocated to international students, and international applicants may also consider Warwick PGR Scholarship Competitions.

What's required

Applicants should have or expect at least an upper second class BSc honours, MSci or MPhys, or equivalent in Physics or a related subject. A First Class or strong Upper Second Class undergraduate degree, or a Master's degree, in Physics, Mathematics, Theoretical Physics or a closely related discipline is preferred. A strong mathematical and analytical background is required. Interest in quantum physics, theoretical physics, interacting many-body systems, machine learning, data science, and computational methods is expected. Scientific programming experience (e.g. Python, C/C++, Julia, Mathematica or similar) is desirable but not essential. Non-native English speakers need IELTS 6.5 or equivalent.

How to apply

Read the University of Warwick postgraduate application guidance on the Department of Physics postgraduate webpage. Prospective applicants are encouraged to contact Professor Rudolf Roemer with a brief CV and a short statement of interests and relevant background before applying.

More information can be found here

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