PhD Studentship: Applied Mathematics Research: 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.
Designation
PhD Studentship in Applied Mathematics Research
| Details | Information |
|---|---|
| Research Area | Applied Mathematics |
| Location | King’s College London |
| Eligibility/Qualification | 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. |
| Application Process | Apply through King’s Apply online application system. Indicate Yasser Roudi as the supervisor and quote the project title. Include the funding code “StartUpRoudi” in the application form. Select option 5 for funding awards administered by King’s College London. |
| Last Date to Apply | 01 March 2025 |
Description
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
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.
Contact Information
For any inquiries, please reach out to:
- Yasser Roudi: yasser.roudi@kcl.ac.uk
- Administrative support: mathematics-pgr@kcl.ac.uk
For more information, visit the PhD Studentship page.
