Natural Computation MRes

Delve into the multidisciplinary area of computational systems that use ideas and gain inspiration from natural systems. Learn what’s involved with becoming a scientific researcher as our course combines core principles with innovative research.

Course Structure

This multidisciplinary area is the study of computational systems that use ideas and gain inspiration from natural systems. The MRes programme explores current topics in natural computation, such as evolutionary algorithms, co-evolution, evolutionary design, nature-inspired optimisation techniques, evolutionary games, novel learning algorithms, artificial neural networks/deep learning and theory of natural computation.

• Break new ground with our research in the theory and practice of computational systems and their applications
• Study computational systems inspired by nature, covering evolutionary algorithms, nature-inspired optimisation, and artificial neural networks
• Work on an in-depth research project, often industry-driven, to investigate a chosen topic in natural computation
• Gain transferable knowledge through our compulsory Research Skills module that will equip you for research-oriented careers in industry or academia

• The compulsory module Experiment Design, Evaluation Methods and Statistics provides you with the basis of transferable knowledge and skills necessary for a successful research-oriented career in industry or academia, with a particular orientation to computing-based disciplines
• Your research thesis project consists of solving a substantial problem using natural computation techniques (including hybrid techniques). Industrial co-supervisors are used whenever appropriate, and you'll be required to apply the knowledge and skills you have acquired to solve a difficult problem
• Benefit from 1:1 supervision that offers personalised learning which gives you the opportunity to get tailored guidance and feedback that meets your individual needs

Any modern laptop running MacOS, Windows or Linux, with 8–16GB RAM, a recent x86 or ARM processor and standard storage will be adequate for studying with us. We don't recommend using Chromebooks or tablets as your primary devices because of software limitations. No-one will be disadvantaged if they cannot bring their own device. We will ensure suitable resources are available for anyone who needs them.

We have dedicated Computer Science Student Experience Officers and Student Wellbeing Officers, whose sole job is to ensure our students are supported, both physically, mentally and holistically with their studies and life as a computer science student. 

The modules listed below are an indication only and may be subject to change. Occasionally, it may be necessary to make changes to modules, for example, to ensure they remain current and relevant.

As a research-intensive University, our teaching is informed by the latest academic thinking and expertise of our staff. For more information on the circumstances in which the University may need to make changes to modules, please refer to the Terms and Conditions for applicants.

2026/27

Core modules

You must also complete a 15,000 word research project.

Optional modules

Select 40 credits of options. Examples of optional modules:

Artificial Intelligence

The Intelligent Robotics Lab in the School of Computer Science at the University has a history of working on basic and applied research projects at the intersection of AI, robotics, and machine learning. Our researchers have expertise in computer vision, knowledge representation and reasoning, cognitive systems, interactive learning, formal verification, and dexterous manipulation. Our research projects and educational initiatives are funded by competitive grants from funding agencies and industrial collaborators in the UK, EU, US, and other countries.

Security and Privacy

The Security and Privacy Group, led by Professor Mark Ryan, is a team of eleven academic staff based in the School of Computer Science at the University. For over a decade, the group has remained committed to its ethos of tackling cyber security problems that are important to society. Working in collaboration with academia, industry and government, the Group consistently produces internationally leading research on key issues that has led to recognition by GCHQ as an Academic Centre of Excellence in Cyber Security Research.

Human Computer Interaction

The Human-Computer Interaction Centre based at the University focuses on a people-centred perspective on interaction and technology; it leads the development of our understanding on how people interact with technologies, and how one transforms the other.

Theory of Computation Sciences

Theoretical Computer Science at Birmingham is one of the largest research groups in the world to focus on the logical foundations of computer science. Much of our work makes use of techniques such as category theory, type theory, topology, domain theory, and game semantics, which we apply to deep and conceptual questions in a broad range of areas.

This is a highly selective Masters programme and only a limited number of places are available.

The MRes in Natural Computation is research-oriented, and includes two mini-projects and a summer project, written in the style of a peer-reviewed scientific journal paper. Your application should include two sides of A4 with research interests and tentative ideas that you plan to develop for these three projects. They should normally be close to the research interest of the School (please consult the web pages of lecturers, professors and research staff).

Once you are admitted, you will have an opportunity to revise or change your research plans after discussion with your project supervisors. But it is important at application time to know that you are interested and have potential skills for research, as well as some tentative plans. The Statement of Research is an opportunity for you to demonstrate this.

English language requirements

If you are an international student, you will need to demonstrate you have a suitable level of English proficiency, usually through the form of an IELTS or equivalent qualification or a Presessional English course.

For this course we require IELTS 6.0 with no less than 5.5 in any band, which is equivalent to:

• TOEFL: 80 overall with no less than 19 in Reading, 19 Listening, 21 Speaking and 19 in Writing
• Pearson Test of English (PTE): Academic 64 with no less than 59 in all four skills
• Cambridge English: C1 Advanced - minimum overall score of 169, with no less than 162 in any component
• LanguageCert ESOL SELT (UKVI): B2 'Communicator' with no less than 25 in each skill

English presessional programmes

If you have a conditional offer for Birmingham where English is a requirement, you can take a Presessional English course as an alternative to retaking IELTS or a similar qualification. We offer on-campus courses all year round starting from September including additional online courses in the summer term.  Teaching takes place in small classes with no more than 18 students to maximise class participation.

If you are unsure if you meet our entry requirements, you can also contact the admissions department to discuss whether your application would be considered.

We charge an annual tuition fee. Fees for 2026 entry are above.

The fees quoted are for one year only. For those studying courses that are longer than one year, tuition fees will also be payable in subsequent years of your programme.

Paying your tuition fees

Tuition fees can either be paid in full or by instalments. You can check whether you are eligible for UK or international fees with our admissions team.

Learn more about postgraduate tuition fees and funding.

Postgraduate Masters loan

To help with the cost of studies, this loan is available to all UK students. You can use this loan towards fees, maintenance or other costs at your own discretion. It’s available for all full-time, part-time and distance learning Masters programmes, as long as you don’t already have a Masters qualification (or equivalent).If you’re a student from Wales, Scotland or Northern Ireland, you can apply for Masters loans from your country’s government.

Scholarships

To help you afford your studies, we’ve put more than £33 million into student support and scholarships. We also offer a range of advice on searching for funding and managing your finances.

Applications are accepted all year round but if you wish to start in September, we would encourage you to apply by 1 June. Whilst you are still welcome to apply after this date, it is important to allow time for us to review your application.

If you are seeking funding, please be aware that the majority of funding opportunities have deadlines in early spring so we would encourage you to apply as early as possible.

We have put together some helpful information on the research programme application process and supporting documents on our how to apply page. Please read this information carefully before completing your application.

ATAS - Academic Technology Approval Scheme

International students applying for this programme will need an Academic Technology Approval Scheme (ATAS) certificate from the Foreign & Commonwealth Office before the University can issue you with a Certificate of Acceptance of Studies (CAS). We recommend that you apply for your ATAS certificate as soon as you receive an offer from us.

Find a supervisor

To apply for an MRes, you'll need to find supervisor for your research. We encourage you to browse the biographies of faculty members to familiarise yourself with the research going on in your preferred areas. Each of these contains detailed information on research interests, current projects and recent publications.

When you apply, you can suggest one or two potential supervisors, who you think might be a good fit for you. However, this is not essential. If you know what you want to work on, but are unsure on supervisors, you can indicate this in your application and the research programme co-directors will study your proposal in detail, and judge who is best suited to be your supervisory team.

Staff within Computer Science

Research proposal

When you apply for an MRes, you will need to submit a research proposal. It’s a key part of your application, so take your time. Your potential supervisors will use it to decide if your research is something they can support.

Your proposal should be a clear and concise summary of your research. It generally consists of an outline of your proposed research project, including your main research questions and the methods you intend to use.

You should also comment on the potential impact and importance of your intended research and on how your work would interact with current trends in your academic field. It should illustrate the relevance of your topic to the research interests and expertise of the staff within your chosen department.

The course will provide a solid foundation in the theory and application of natural computation methods as well as transferable knowledge and skills necessary for a successful research-oriented career in industry or academia.

Careers Network

At Birmingham, we prepare our researchers to make an impact across every sector of society. Our PhD graduates are global change-makers: advancing knowledge, shaping policy, leading industries, and educating future generations.

You'll benefit from dedicated careers support tailored to your unique paths. Our expert team of Careers Advisers, including a dedicated postgraduate research adviser, offer one-to-one guidance to help researchers navigate career decisions both within and beyond academia.

Whatever you plan to do after your degree, the Careers Network offers a range of events and support services including networking opportunities, career coaching, one to one guidance, careers fairs and links with leading graduate recruiters.

We also offer subject specific careers consultants and a dedicated careers website for international students.

Our bustling campus with its beautiful grounds, friendly community and excellent facilities will quickly make you feel at home. We offer you a huge variety of accommodation options in the UK’s second city, exciting activities to get involved in outside your studies, as well as all the support and advice you need.