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Matteo

Bunino

Matteo Bunino earned a double MSc degree in Data Science and Computer Engineering from the Polytechnic University of Turin (Italy) and EURECOM (France). He worked at Huawei's Munich Research Center (MRC) on AI-powered malware analysis, resorting to reinforcement learning, NLP, and graph machine learning.Currently, Matteo is a fellow in the IT department at CERN and he is working on interTwin, a European project aimed at developing a unified digital twin engine (DTE) for science. In particular, Matteo is the main developer of "itwinai", a toolkit for advanced MLOps on cloud and HPC aimed at simplifying the access to large-scale distributed ML and hyper-parameter optimization for scientific use cases. Moreover, Matteo is also part of CERN openlab, where he is investigating digital twin applications with Nvidia Omniverse and heterogeneous computing benchmarking.

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Poster

P28 - Interactive Visualization of High-Energy Physics Events via Nvidia Omniverse

Tuesday, June 27, 2023 19:30
Climate, Weather and Earth Sciences
Chemistry and Materials
Computer Science, Machine Learning, and Applied Mathematics
Applied Social Sciences and Humanities
Engineering
Life Sciences
Physics
With
Felice Nenna (INFN Bari, University of Padova); Marcello Maggi (INFN Bari); Matteo Bunino (CERN); Stewart Boogert (University of Manchester); and Siobhan Alden (Royal Holloway, University of London)

P29 - itwinai: Enabling Scalable AI Workflows on HPC for Digital Twins in Science

Tuesday, June 27, 2023 19:30
Climate, Weather and Earth Sciences
Chemistry and Materials
Computer Science, Machine Learning, and Applied Mathematics
Applied Social Sciences and Humanities
Engineering
Life Sciences
Physics
With
Matteo Bunino, Anna Elisa Lappe, and Jarl Sondre Sæther (CERN); Rakesh Sarma (FZ Jülich); Maria Girone (CERN); and Andreas Lintermann (Forschungszentrum Jülich)

P11 - Enabling Lattice QCD Normalizing Flows in HPC Infrastructures

Tuesday, June 27, 2023 19:30
Climate, Weather and Earth Sciences
Chemistry and Materials
Computer Science, Machine Learning, and Applied Mathematics
Applied Social Sciences and Humanities
Engineering
Life Sciences
Physics
With
Matteo Bunino (CERN), Isabel Campos Plasencia (IFCA/CSIC), Javad Komijani and Marina Marinkovic (ETH Zurich), Gaurav Sinha Ray (IFCA/CSIC), Rakesh Sarma (Forschungszentrum Jülich), and Jarl Sondre Saether (CERN)