Carlo Mengucci

Education

2018-2022 - Ph.D. - Alma Mater Studiorum - Università di Bologna

Dottorato di Ricerca in Nanoscienze per la Medicina e per l’Ambiente

Specific field of the degree course: General Chemistry-Applied Physics

Dissertation/thesis title: A Take on Complexity: Bio-Molecules and Human Metabolism Interaction Modelling for Health and Nutrition with Machine Learning

Dissertation/thesis subject: General and Inorganic Chemistry-CHIM/03

Thesis supervisor: Francesco Capozz

 

2015-2018 Master of Physics - Alma Mater Studiorum - Università di Bologna

Specific field of the degree course: Applied Physics LM-17 - 2nd level degree in Physics

Dissertation/thesis title: WISDoM: Wishart Distributed Matrices Multiple Order Classification. Definition and Application to fMRI Resting State Data.

Final degree mark: 110/110 cum laude

Thesis supervisor: Enrico Giampieri

 

2011-2015 Bachelor of Physics - Alma Mater Studiorum - Università di Bologna

L-30 - 1st level degree in Physics

Dissertation/thesis title: Modello Bayesiano per la regressione di dati troncati con applicazione a dati biologici

Thesis supervisor: Daniel Remondini

 

Research Activity & Expertise

• Extensive Background in statistical and mathematical physics applied to omic sciences
• 1H NMR Spectroscopy metabolomics
• Machine learning and advanced data analysis with Python
• Database creation and maintenance
• Complex network modelling
• Numerical methods for 2D NMR spectroscopy
• Imaging, TD-NMR and data integration for food structure characterization