PhD Candidate:Monte Carlo Algorithms: Radboud University is offering a PhD position at the Donders Centre for Cognition, focusing on the development of novel Monte Carlo algorithms using advanced computing principles. This role provides an opportunity to work within an interdisciplinary team, contribute to academic teaching, and engage in cutting-edge research.
PhD Candidate for the Donders Centre for Cognition
Summary Table
| Details | Description |
|---|---|
| Position | PhD Candidate for the Donders Centre for Cognition |
| Employment | 0.8 – 1.0 FTE |
| Gross Monthly Salary | €2,770 – €3,539 |
| Required Background | Research University Degree |
| Organizational Unit | Faculty of Social Sciences |
| Application Deadline | 13 June 2024 |
| Location | Nijmegen, Netherlands |
Study Area
- Computer Science
- Applied Mathematics
- Artificial Intelligence
Location
- Nijmegen, Netherlands
Eligibility/Qualification
- MSc in computer science, applied mathematics, artificial intelligence, or a related discipline.
- Strong interest in foundational algorithmics and computational complexity research.
- Mature mathematical knowledge and programming skills.
- Familiarity with Linux and experience with low-level programming languages (e.g., C/C++) or hardware design (e.g., VHDL).
- Good command of English and strong writing and presentation skills.
- Experience in Bayesian networks and approximate Bayesian inference is appreciated.
Description
This PhD position involves developing and analyzing new classes of Markov chain Monte Carlo (MCMC) algorithms, such as Gibbs Sampling and Metropolis-Hastings, using advanced photonic manipulation technology. The research aims to leverage synchronised stochasticity for energy, time, and space efficiency in approximate Bayesian inference. The role includes:
- Developing and implementing novel MCMC algorithms.
- Analyzing theoretical properties of these algorithms.
- Collaborating with the interdisciplinary research team and contributing to academic teaching in AI programs.
How to Apply
To apply, visit the Radboud University job portal and submit your application by 13 June 2024. Ensure to include:
- A detailed CV.
- A cover letter explaining your motivation and fit for the position.
- Academic transcripts.
- Contact information for at least two references.
Last Date
- Application Deadline: 13 June 2024
Join us at Radboud University and contribute to groundbreaking research that paves the way for future computational technologies!
