Federico Marini

Full professor
Biography
Professor Marini graduated in 2000 from the University of Rome La Sapienza, where he also obtained his PhD in 2004. During his doctoral studies, he was awarded a three-month Marie Curie fellowship at the National Institute of Chemistry (Ljubljana, Slovenia) under the supervision of Professor Marjana Novic. After four years as a research fellow (2004–2008), in 2008 he was appointed as a Researcher at the University of Rome La Sapienza, where he served as Associate Professor from 2018 to 2021, and since 2021 has In 2006, he received the Young Researcher Award from the Analytical Chemistry Division of the Italian Chemical Society, and in 2012, he won the Chemometrics and Intelligent Laboratory Systems Award "for his significant contribution to the development of chemometrics." He has been a visiting researcher at various universities (Copenhagen, Stellenbosch, Silesia, Lille) and research institutes (National Institute of Chemistry, Slovenia; Nofima, Norway; Irstea, France). His research activity focuses on all aspects of chemometrics, ranging from the application of existing methods to real-world problems (in multiple fields) to the design and development of new algorithms. He is the author of over 300 publications, including articles in international journals and book chapters, and in 2013, he edited the book Chemometrics in Food Chemistry (Elsevier). He is the Editor-in-Chief of Chemometrics and Intelligent Laboratory Systems and a member of the editorial boards of Analytica Chimica Acta, J. of Chemometrics, J. of NIR Spectroscopy, J.of Spectral Imaging, and Food Control; he is also Associate Editor for Chemometrics in Wiley's Encyclopedia of Analytical Chemistry. He has served as the coordinator of the Chemometrics group of the Analytical Chemistry Division of the Italian Chemical Society and is currently the Vice President of the Italian Society of NIR Spectroscopy and the coordinator of the Chemometrics Task Group of DAC-EuCheMS.
Research activity
Scientific area: 
Analytical chemistry
Research activity: 
Research work is mainly focused on all the different aspects of chemometrics, particularly with regard to both the development of new methods and algorithms and to the application of models to solve real problems. A substantial part of the research focuses on the possibility of making profitable use of the coupling between different instrumental analytical techniques (possibly non-invasive/non-destructive, and not requiring any sample pretreatment, such as NIR spectroscopy) and appropriate chemometric tools for the development of innovative methods of analysis (especially in the food fields). In parallel, omics studies (in particular, metabolomics) are also carried out through the chemometric processing of data coming from different platforms. Another relevant aspect is the development of novel chemometrics methods, where particular interest has been directed to non-linear approaches (especially based on the locally-linear modeling paradigm), on the analysis of multivariate data coming from designed experiments, on the analysis of microscopic and/or hyperspectral images and on the possibility of integrating/fusing multiple data matrices through multi-block modeling.
Teaching

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