Mathematical Analysis, Modelling, and Applications

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Courses of the Academic Year 2020-2021
Lecturer	Title	Duration	Period
Stefano Bianchini	Gaussian measures and stochastic analysis	20 h	November-January
Andrea Braides	Variational Problems on Networks	20 h	November - February
Massimiliano Berti	Hamiltonian PDEs	60 h	December - March
Fabio Cavalletti	Optimal transport	48 h	January - March
Stefano Bianchini	Linear transport and weakly differentiable vector fields	60 h	February - April
Roberto Trotta	Bayesian Inference II	36 h	January - February
Alessandro Laio, Alex Rodriguez	Unsupervised Learning and non-Parametric methods	38 h	January - February
Andrea Cangiani	Numerical Solution of PDEs	40 h	February - April
Ugo Boscain	Sub-Riemannian Geometry	20 h	February
Sebastian Goldt	Neural Networks	36 h	January - March
Antonio De Simone	Mechanics of biological systems	30 h	March - June
Luca Heltai	Theory and practice of Finite Element Methods	40 h	March - June
Alberto Maspero	Functional analysis	50 h	March - June
Sandro Zagatti	Calculus of Variations	40 h	March - May
Gianluigi Rozza	Computational Mechanics by Reduced Order Methods	20 h	April
Stefano Bianchini	Hyperbolic systems of conservation laws	60 h	April - June
Sebastian Goldt	Current topics in the theory of neural networks: Dynamics and Data	42 h	April - June
Roberto Trotta	Current topics in the theory of neural networks: Dynamics and Data	42 h	April - June
Guido Sanguinetti	Machine learning applications to single-cell genomics	42 h	April - June
Luca Bortolussi, Giulio Caravagna, Luca Manzoni, Lorenzo Castelli	Scientific Computing and Algorithms	36 h	TBA

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