PhD Researcher in Machine Learning Enhanced Infrared Frequency Comb Spectroscopy | PhD researcher (m/f/x) for machine learning enhanced infrared frequency comb spectroscopy
Ruhr-Universität Bochum
Job Summary
This PhD position involves cutting-edge research at the intersection of plasma physics, laser spectroscopy, and artificial intelligence at Ruhr University Bochum. The successful candidate will focus on applying infrared frequency comb spectroscopy to analyze molecular species in low-pressure industrial plasmas. A core component of the role is developing and implementing machine learning algorithms to enhance data analysis and identify correlations between measured spectra and process control parameters. This role is highly collaborative, involving partnerships with Kiel University and Oxford Instruments Plasma Technology in the UK. The position offers a unique opportunity to bridge the gap between fundamental physics and industrial application, contributing to the optimization of plasma-chemical processes. Candidates will be responsible for experimental documentation, high-level data analysis, and presenting findings at international conferences, making it an ideal role for an aspiring scientist looking to build a strong professional network and academic profile.
Required Skills
Education
Master of Science (MSc) degree in Physics, Chemistry, or a related scientific field.
Experience
- Professional experience in experimental laser absorption spectroscopy is highly advantageous
- Professional experience in plasma physics or laser spectroscopy preferred
- Experience with programming languages and analysis software such as Matlab, Python, or Origin
- Experience in independent scientific research and structured project management
- Experience in collaborating with academic and industrial partners
Languages
Additional
- This is a part-time position (75% of a full-time equivalent, 29.8725 hours/week) with a fixed-term contract of 3 years. The role involves international collaboration and requires the ability to travel for conferences and partner meetings.
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