Florian Gärber, Bernadette Bockmayr, Marina Creydt, Markus Fischer, Stephan Seifert.
Data fusion of elemental and metabolic fingerprints of asparagus with random forest approaches
Analytica Chimica Acta, vol. 1357, pp. 344006, Apr 2025
Research
Yiqing Feng, Florian Gärber, Essa M. Saied, Cecilia Spedalieri, Zdravko Kochovski, Stephan Werner, Christoph Pratsch, Christoph Arenz, Stephan Seifert, Janina Kneipp.
SERS Spectra Indicate the Molecular Effects of 7-Nitrobenz-2-oxa-1,3-diazole (NBD) on Living Cells
The Journal of Physical Chemistry C, vol. 128, num. 46, pp. 19722--19735, Nov 2024
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Janina Kneipp, Stephan Seifert, Florian Gärber.
SERS microscopy as a tool for comprehensive biochemical characterization in complex samples
Chemical Society Reviews, vol. 53, num. 15, pp. 7641--7656, Jun 2024
Henri Lösel, Johannes Brockelt, Florian Gärber, Jan Teipel, Thomas Kuballa, Stephan Seifert, Markus Fischer.
Comparative Analysis of LC-ESI-IM-qToF-MS and FT-NIR Spectroscopy Approaches for the Authentication of Organic and Conventional Eggs
Metabolites, vol. 13, num. 8, pp. 882, Jul 2023
Soeren Wenck, Marina Creydt, Jule Hansen, Florian Gärber, Markus Fischer, Stephan Seifert.
Opening the Random Forest Black Box of the Metabolome by the Application of Surrogate Minimal Depth
Metabolites, vol. 12, num. 1, pp. 5, Dec 2021
Florian Gärber
Classification and characterization of asparagus by spectroscopic and spectrometric methods
Diploma thesis, Aug 2022
Datenfusion des Metaboloms und Isotopoloms von Spargel mittels Random Forest Methoden
Talk, Joint Annual Meeting 2026 of the Northern and Northeastern Regional Associations of the Food Chemistry Society, GDCh, Technical University of Braunschweig, Germany, Mar 2026
Comparison of PLS- and RF-based feature selection methods for Surface-Enhanced Raman Scattering data
Poster, From Data to Insight: Efficient Data Management for Chemometrics and Quality Control, GDCh, Working Group Chemometrics & Quality Assurance, Leibniz Institue of Photonic Technology, Jena, Germany, Feb 2026
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PhD student's seminar 2025
Organizer, GDCh, Working Group Chemometrics & Quality Assurance, University of Hamburg, Germany, Sep 2025
Data fusion of elemental and metabolic fingerprints of asparagus with random forest approaches
Presentation, PhD student's seminar 2025, GDCh, Working Group Chemometrics & Quality Assurance, University of Hamburg, Germany, Sep 2025
Git Workshop
Workshop (Co-host), PhD student's seminar 2025, GDCh, Working Group Chemometrics & Quality Assurance, University of Hamburg, Germany, Sep 2025
Visualization of Classification Results
Lecture, From Data to Insight: Mastering Visualization for Quality Control and Chemometrics, GDCh, Working Group Chemometrics & Quality Assurance, Paul-Ehrlich-Institute, Langen, Germany, Apr 2025
Confusing Confusion?
Interactive poster, From Data to Insight: Mastering Visualization for Quality Control and Chemometrics, GDCh, Working Group Chemometrics & Quality Assurance, Paul-Ehrlich-Institute, Langen, Germany, Apr 2025
Hands-on session: Data Visualization in R
Expert workshop, From Data to Insight: Mastering Visualization for Quality Control and Chemometrics, GDCh, Working Group Chemometrics & Quality Assurance, Paul-Ehrlich-Institute, Langen, Germany, Apr 2025
Analysis of Surface-Enhanced Raman Scattering Data with Random Forest Approaches
Presentation, PhD student's seminar 2024, GDCh, Working Group Chemometrics & Quality Assurance, Hochschule Mannheim, Germany, Aug 2024
Application of Surrogate Minimal Depth to unravel SERS data
Poster, Xth ICOPVS-2024 & ICOB 2024, Leibniz Institute for Photonic Technology e. V., Jena, Germany, Mar 2024