PhD in Electron Microscopy Pipelines: Leiden University is inviting applications for a full-time PhD position focused on developing deep learning methodologies to enhance electron microscopy (EM) systems. This research will tackle challenges such as image noise, artifacts, and the optimization of acquisition parameters, aiming to improve the output and experimental capabilities of EM through innovative computational imaging techniques.
PhD in Deep Learning for Electron Microscopy Pipelines
Designation
PhD Candidate
Research Area
Deep Learning for Electron Microscopy Pipelines (DEEM)
Location
Leiden University, Leiden, Netherlands
Eligibility/Qualification
- A Master’s degree (MSc) in Computer Science, Applied Mathematics, Physics, or a related field.
- Proficiency in machine learning and image processing techniques.
- Excellent programming skills, preferably in Python.
- Strong understanding of or interest in the physics of electron microscopy image formation.
- Excellent verbal and written proficiency in English.
- Highly motivated, creative, and capable of independent work while also being a communicative team player.
Job Description
- Conduct original research in the field of Computational Imaging, specifically applying deep learning to improve EM image quality.
- Develop and implement algorithms for self-supervised denoising, artifact removal, and data-driven methods for optimizing EM experimental settings.
- Validate methodologies using EM datasets and collaborate with colleagues to further enhance research outputs.
- Publish and present scientific findings at international journals and conferences.
- Engage in educational activities and contribute to the academic community.
How to Apply
Interested applicants should submit their application online via the designated button in the vacancy section. Ensure to include the following documents:
- Curriculum Vitae (CV)
- Motivation letter
- List of courses taken during MSc with corresponding grades
- Names and contact details of at least two references who have agreed to be contacted
Last Date for Apply
Applications must be submitted no later than July 10, 2025. The selection process will take place in July 2025, and selected candidates may be invited for an interview (online or physical) during this period.
For inquiries about the research area, contact Dr. D.M. Pelt at d.m.pelt@liacs.leidenuniv.nl. For questions regarding the application procedure, email jobs@liacs.leidenuniv.nl.
