Multiphysics and Multiscale numerical modelling

Mathematical and numerical modeling of the hemodynamics and biomechanics of the eye

Numerical methods for partial differential equations: virtual element methods, discontinuous and hybridized discontinuous Galerkin methods

Non conforming domain-decomposition methods

Algebraic multigrid methods

High performance computing:

• Architectures: multi-core CPU(s) on several nodes; GPU accelerators on one node

• Programming languages: C, C++, Fortran, Python

• Parallel programming paradigms: OpenMP, MPI, OpenACC, CUDA

Progetto di Ricerca GNCS - INdAM 2023 "Efficienza ed analisi di metodi numerici innovativi per la risoluzione di PDE". Funding: GNCS - INdAM.

Progetto di Ricerca GNCS - INdAM 2022 "Sviluppo ed analisi di Metodi agli Elementi Virtuali per processi accoppiati su geometrie complesse". Funding: GNCS - INdAM.

Progetti di Rilevante Interesse Nazionale - ANNO 2020 "Advanced polyhedral discretisations of heterogeneous PDEs for multiphysics problems". Funding: Ministero dell'Università e della Ricerca. Codice: 20204LN5N5.

New CHallenges for (adaptive) PDE solvers: the interplay of ANalysis and Geometry (2016 - 2022). Funding: European Research Council (ERC). Grant number: 694515.

Progetti di Rilevante Interesse Nazionale - ANNO 2017 "Virtual Element Methods: Analysis and Applications". Funding: Ministero dell'Università e della Ricerca. Codice: 201744KLJL.

Progetto di Ricerca GNCS – INdAM Giovani Ricercatori 2018 “Numerical modeling of ocular hemodynamics” (2018 - 2019). Funding: GNCS - INdAM.

Progetto di Ricerca GNCS – INdAM 2018 “Analisi e sviluppo di metodi numerici su griglie poligonali/poliedriche per simulazioni in domini con geometrie complesse ed elevata eterogeneità” (2017 - 2018). Funding: GNCS - INdAM.

Mathematical Modeling of Ocular Mechanics, Circulation and Oxygenation and their Relation to Glaucoma (2013 - 2016). Funding: Directorate for Mathematical & Physical Sciences (NSF MPS). Grant Number: 1224195.

Eye2Brain: Multiscale modeling of fluid-dynamical and metabolic connections between eye and brain (2015 - 2016). Funding: National Science Foundation, Office of Vice President for Research at Indiana University, Cercle Gutenberg of the Region Alsace (France), Labex IRMIA of the University of Strasbourg (France) and French Embassy in the United States.

Introduction to Quantum Computing, Qubit by Qubit, October 2020 - May 2021.

Structuring Machine Learning Projects, Coursera, December 2018. Credential ID: TULR5KMA7LUK.

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization, Coursera, December 2018. Credential ID: CE5U75DK5ZVV.

Neural Networks and Deep Learning, Coursera, November 2018. Credential ID: ZZTMGAWWQXLD.

Nonlinear Computational Solid & Structural Mechanics, Università degli studi di Pavia, May 2018.

Programming paradigms for GPU devices, CINECA, Bologna, Italy, April 2018.