PhD Researcher: Quantum OCT & ML in Physics Lab

EURAXESS Ireland; Toruń; On-site; PLN 56,000 - 73,000; Full time

Benefits offered by this job

PhD scholarship

Job summary

Nicolaus Copernicus University offers a PhD scholarship for a Student (Scholarship Holder) to work on Imaging using Quantum Optical Coherence Tomography within the National Science Centre grant.

The role requires a Master’s degree in a relevant field, ML/programming background, and English proficiency. The project includes 48 months of stipends starting Feb 1, 2027, with progressive monthly amounts and a rigorous selection process.

Qualifications

• Master’s Degree in Computer Science or Mathematics or Physics.
• Background in machine learning or programming.
• Very good command of spoken and written English.

Responsibilities

• Develop and optimize ML methods for processing Q-OCT signals.
• Design, train, and test neural networks for artefact and dispersion removal in Q-OCT systems.
• Prepare and generate training datasets from experimental and simulated Q-OCT data.
• Develop automated methods for generating training data from joint spectra.
• Validate ML models on experimental Q-OCT signals.
• Improve resolution of Q-OCT images using neural networks.

Skills

Machine learning

Programming

English proficiency

Education

Master's Degree (CS/Math/Physics)

Job description

Nicolaus Copernicus University offers a PhD scholarship for a Student (Scholarship Holder) to work on Imaging using Quantum Optical Coherence Tomography within the National Science Centre grant.

The role requires a Master’s degree in a relevant field, ML/programming background, and English proficiency. The project includes 48 months of stipends starting Feb 1, 2027, with progressive monthly amounts and a rigorous selection process.