Offer Description
The research topics will be related to the implementation of the project: Multispectral fluorescence supported by machine learning for the analysis of cell cocultures. The scientific goal of the project is to check the possibility of using multispectral fluorescence (2D fluorescence, EEM fluorescence) – native or supported by nanomaterials – to recognize the quantitative ratio of individual cell types in cell cocultures.
This work will include:
– study of the influence of cell density on EEM spectra for various cell types
– development and optimization of the fabrication procedure of cell cocultures, development and optimization of the procedure for acquiring EEM spectra for cell cocultures
– creation of a library of EEM spectra for cell cocultures characterized using traditional methods
– data mining using basic machine learning methods and/or advanced numerical processing methods, analysis of correlations between EEM spectra and coculture parameters.
The candidate should have valuable publications (scientific publications, patent applications/patents) as well as experience in conducting research projects.
Requirements
Skills/Qualifications
The candidate should have a PhD degree in chemistry, biotechnology or related field. The candidate is expected to have experience in the research directions listed below:
1. research conducted on cell cultures
2. multispectral fluorescence
3. machine learning/chemometrics (including Matlab/Solo/Python)
3. Characterization and modification of nanomaterials
4. experience in using artificial intelligence methods preferred (not required).
5. experience in creating and testing cell cocultures preferred (not required).
His/her scientific achievements should be documented by the authorship of papers related to the profile of the announced research position. Capability of leading independent research activity is a necessary.
Additional Information
Additional comments
Prof. Patrycja Ciosek-Skibińska, PhD, DSc, Eng, Gmach Chemii, ul. Noakowskiego 3, 00-664 Warszawa, e-mail: [email protected]
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STATUS: EXPIRED
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