2026 September entry📢
🚀 University of Manchester Fully-funded FSE Bicentenary PhD Opportunity – AI + 2D Materials Discovery 🚀Â
We’re seeking ambitious, curious and highly motivated candidates to join an exciting PhD studentship in “AI-Powered Prediction of Raman Spectra and Structure Discovery for 2D Materials”, a game-changing project at the intersection of artificial intelligence, condensed matter physics, and materials science. https://www.findaphd.com/phds/project/fse-bicentenary-phd-ai-powered-prediction-of-raman-spectra-and-structure-discovery-for-2d-materials/?p188701
🔍 Why this project matters
The vibrational fingerprint technique Raman spectroscopy is a cornerstone for characterising two-dimensional (2D) materials — it reveals layer number, stacking order, strain, disorder, doping, interlayer coupling and more.Â
Normally, interpreting Raman spectra means heavy first-principles calculations of phonons every time — expensive, slow and not scalable. This project aims to change the game by developing an AI model that maps from atomic structure → Raman spectra (forward map) and critically, the inverse map: from a target Raman response → propose 2D crystal structures.Â
The inverse map is especially thrilling: if you can say “I want a material that gives this Raman signature”, you’re really stepping into materials-by-design territory — unlocking control over electronic, optical and quantum properties.
You’ll be working at the frontier of self-driving materials labs: unifying heterogeneous datasets, using machine learning to accelerate discovery, bridging experiment and computation.Â
🎯 What we’re looking for
You’ll thrive here if you have:
Strong background in physics/materials science/engineering or related discipline
Good coding skills (Python, ML libraries) and enthusiasm for data-driven modelling
Interest in condensed matter / 2D materials, spectroscopy (helpful but not essential)
Self - motivated mindset: this is frontier research — you’ll help chart the course
Ability to work across computation and experiment (or keen to engage with both)
🌟 What you’ll gain
A fully-funded studentship (tuition + stipend) — enabling you to focus on big ideas, not funding worries
Training in state-of-the-art AI for materials, 2D materials synthesis/characterisation, spectroscopy
Opportunity to publish in high-impact journals, develop skills highly sought after in both academia and industry
A chance to build something new: real open-ended discovery, not just incremental refinement
Be part of a vibrant research group, working with internationally recognised researchers
📆 Deadline & how to apply
Applications are open now, with a deadline of 31 January 2026.Â
To apply, please prepare: CV, cover letter (highlighting your interest and suitability), academic transcripts, and contact details for two referees.
This includes either ionic transport through atomic-scale capillaries or quantum transport through van der Waals heterostructures, depending on the skills of the candidates. The projects are expected to lead to high-impact scientific publications, technological developments, and strong career development of the PhD students.Â
Send your CV to qian.yang@manchester.ac.uk or artem.mishchenko@gmail.com to apply.
Commonwealth Split-site PhD Scholarships:
Applications are now open for our 2023 Commonwealth Split-site Scholarships. These scholarships are for PhD candidates from low and middle-income Commonwealth countries to spend 12 months at a UK university as part of their doctoral studies in their home country.Â
More information here.
Please contact qian.yang@manchester.ac.uk or artem.mishchenko@gmail.com Â
Summer Internship: Application closed.
work with us in summer 2024 for a paid "Learning through Research" experience, more information here.
Application notes for PhD candidates:
We provide full funding (tuition fee waiver plus stipend) for outstanding candidates with proven abilities in research, English competence, and problem-solving abilities: make sure to reflect these in your CV.
Other opportunities:Â
Check out many of the funding opportunities at the University of ManchesterÂ
CDT in Science and Applications of Graphene and Related Nanomaterials (Graphene NOWNANO CDT).
Dean's Doctoral Scholarship from the University of Manchester.
Chinese Scholarship Council (CSC) PhD programme.
Our research involves a wide range of collaborative projects with many other academic departments and industry in the UK and overseas. These projects are funded by the Research Councils including EPSRC, EESRC, the Royal Society, the European Research Council. We provide access to well-equipped laboratories housed in the University of manchester Physics Department and the National Graphene Institute, and computing facilities.
Early career reseachers can also join us through the following Schemes:Â
1. Marie SkĹ‚odowska-Curie ActionsÂ
MSCA opens €260 million call for Postdoctoral Fellowships: Postdoctoral Fellowships give researchers holding a PhD a chance to gain new skills and experience whilst carrying out their own research project abroad. The deadline to apply is 13 September 2023.
2. Newton International Fellowship application is open!
https://royalsociety.org/grants-schemes-awards/grants/newton-international/
3. Royal Academy of Engineering Research fellowship
https://www.raeng.org.uk/grants-and-prizes/support-for-research/raeng-research-fellowship/guidance-notes (Next round will open between July-September 2022)