A fully-funded PhD studentship is available for the 2025/26 academic year focusing on the research area of Applied Mathematics, particularly related to neural networks and their activation functions.
Fact About The PhD studentship
- Research Focus: The studentship explores the role of activation functions in neural networks, utilizing methods from disordered systems and statistical physics.
- Interdisciplinary Approach: The project combines Applied Mathematics, Statistical Physics, and Machine Learning to optimize neuronal activation functions.
- Fully Funded: The studentship provides full funding, covering tuition fees, living expenses, and research costs.
- King’s College London Reputation: King’s College London is a world-renowned institution, ranked among the top universities globally.
- Expert Supervision: The successful candidate will work under the supervision of Dr. Yasser Roudi, an expert in disordered systems and statistical physics.
- Cutting-Edge Research: The project offers the opportunity to engage in cutting-edge research, contributing to the development of new neural network models and algorithms.
- Collaborative Environment: King’s College London provides a vibrant and collaborative research environment, with opportunities to interact with academics, researchers, and peers from diverse backgrounds.
- Career Opportunities: Completing a PhD in Applied Mathematics at King’s College London opens doors to exciting career opportunities in academia, industry, and research institutions.
- Application Process: Candidates must submit their application through the King’s Apply online system, specifying Dr. Yasser Roudi as the supervisor and including the project title.
- Interview Process: Shortlisted candidates will be invited for an interview, providing an opportunity to discuss their research interests, skills, and experience.
Eligibility For 2025 Scholarship In Applied Mathematics Research At King’s College London
UK and international students with a 2:1 or first-class undergraduate degree, or an MMath, MSci, or Master’s degree with Merit and relevant high grades. Strong knowledge of statistical physics and familiarity with machine learning and data analysis techniques required. Knowledge of disordered systems physics and spin glasses is recommended.
Description For 2025 Scholarship In Applied Mathematics Research At King’s College London
This studentship explores the role of activation functions in neural networks and how different forms affect learning dynamics and computational properties. The project will utilize methods from disordered systems and statistical physics to potentially optimize neuronal activation functions in alignment with various learning rules and input statistics.
How To Apply For 2025 Scholarship In Applied Mathematics Research At King’s College London
To be considered for the position, candidates must complete their application through the King’s Apply online system. Follow these steps:
- Submit your application for Applied Mathematics Research (Disordered Systems/Financial Mathematics/Probability MPhil/PhD).
- Specify Yasser Roudi as the supervisor and include the project title in all correspondence.
- Add the code “StartUpRoudi” in the Funding section of the application.
- Select option 5 for a funding award or scholarship administered by King’s College London and enter the code in the designated box.
- Wait for potential pre-selection on documents; successful candidates will be invited for an interview.