Enrica Santucci, after the Diploma in Piano Performance (2006) at the Conservatory of Music "A. Casella" (L'Aquila), receives the M.Sc. degree in Mathematics with honors from the University of L'Aquila, in october 2009, discussing a thesis entitled "Kinetic model of a binary fluid with phase transition".
From November 2009 to March 2013 she is a Phd student in Mathematical Modelling in Engineering at the same university, carrying out the main research activity in collaboration with the department of Physics of the University "La Sapienza" and the department of Mathematics of the University "Alma Mater Studiorum".
The Phd thesis entitled "Robustness Properties of Neural Networks through Statistical Mechanics: from Replica Trick to Stochastic Stability in Neuroscience" regards analogies and connections between some mean field models of statistical mechanics and the neural network theory.
From June 2013 to May 2014 she is a research fellow at the Department of Computer Science of the University of Milan under the project "Prototyping of algorithms and s/w tools for automatic synchronization between lyrics and audio tracks" and she also works about the human perception of the soundscape and the meaning of entropy in dodecaphonic music by means of neural networks.
She supervises theses about audio track segmentation during the same period.
From August 2014 she collaborates with the Pra Lab with a research scholarship entitled "Study and development of automatic recognition algorithms based on the formalism of quantum computing".
Research interests: Machine Learning
