Romano
Topics: GPU Computing: design and development of mathematical methods, algorithms and software on parallel computers equipped with graphics accelerators (GPU). In particular, the activity is focused on the analysis of the evaluation parameters for parallel algorithms on: linear algebra problems,…
Guarracino
Research activities and themes: Coordinator of Computational and Data Science (CDS Lab). Data science: algorithms and software tools for statistical machine learning. Computational Biology: mathematical models for molecular biology. Bioinformatics: next generation sequencing data analysis. High performance scientific computing: analysis, design…
Maddalena
Topics: The initial research dealt with parallel computing algorithms, methodologies, and techniques, and their application to computer graphics. Subsequent research has been mainly devoted to methods, algorithms, and software for image processing and multimedia systems in high-performance computational environments, with…
Gregoretti
Topics: L'attività scientica è orientata verso tematiche riguardanti lo sviluppo di applicazioni ad alte prestazioni su calcolatori ad architettura avanzata, con particolare attenzione alle problematiche connesse all'inuenza esercitata dall'ambiente di calcolo. L'attività è rivolta verso problematiche relative all'implementazione di applicazioni…
Computational Data Science (CDS Lab)
The solution of applied science problems and the analysis of complex systems, characterized by increasing size and complexity, require more and more accurate, efficient, and reliable computational simulations. The main objective of the Computational Data Science Laboratory (CDS-Lab) is to…