Talk, Johnson & Johnson, Basel, Switzerland
A presentation on the work CERN openlab has been doing over the last few years, in the context of digital twins for scientific applications and for the optimization of energy efficiency of data centre operations.
Lecture, CERN - IT Amphitheatre, Geneva, Switzerland
A crash course on Reinforcement Learning (RL) delivered to CERN openlab summer students, in the context of CERN openlab summer student lecture programme, with the goal of explaining the potential of RL and its real-world applications in particle accelerators at CERN.
Poster, PASC, Brugg, Switzerland
This poster was presented at PASC25 conference and summarized our work on itwinai, a Python package for large-scale scientific AI workflows on HPC resources, to support digital twin applications in Physics and Climate Research.
Poster, PASC, Brugg, Switzerland
This poster was presented at PASC25 conference and summarized our work on Nvidia Omniverse targeting interactive visualizations of physics events generated with Geant4.
Poster, PASC, Brugg, Switzerland
This poster was presented at PASC25 conference and summarized our integration work with itwinai and a physics use case applying generative AI methods (normalizing flows) to lattice quantum chromodynamics (QCD).
Birds of a Feather, ISC High Performance 2025, Hamburg, Germany
I organized and moderated a Birds-of-a-Feather session at International Supercomputing 2025. I invited speakers from NVIDIA, CINES, ECMWF, SURF, and CERN to share their work on scientific digital twins and discuss with the audience the challenges and opportunities on the path to next-generation digital twins in science.
Talk, KubeCon + CloudNativeCon Europe 2025, London, United Kingdom
First time at KubeCon + CloudNativeCon Europe 2025 in London. Great vibe, friendly crowd, and thousands of folks from the cloud-native world!
Technical Workshop, CERN - Council Chamber, Geneva, Switzerland
This talk was given on the second day of the 2025 CERN openlab Technical Workshop and showcased my work on scientific digital twins.
Live stream, Online, Geneva, Switzerland
This live stream was organized by Diego Ciangottini (INFN) and showcased a demo on how to to employ interLink, a software component developed in the interTwin project, meant to enable cloud-HPC integration. Matteo showed how interLink can be used to offload to remote HPC resources compute-intensive AI workflows used in scientific applications, with a particular focus on maintaining consistent ML metadata across different computing infrastructures using MLFlow.
Lecture, CERN - IT Amphitheatre, Geneva, Switzerland
An hands-on crash course on Reinforcement Learning (RL) delivered to CERN openlab summer students, in the context of CERN openlab summer student lecture programme, with the goal of explaining the potential of RL and its real-world applications in particle accelerators at CERN. The course focused in particular on learning by doing, solving exercises together to better grasp the sometimes abstract concepts of RL.
Poster, ETH, Zurich, Switzerland
This poster was presented at PASC24 conference, hosted at ETH Zurich, and summarized our main contributions to the interTwin project in terms of large-scale scientific AI workflows on EuroHPC resources, to support digital twin applications in Physics and Climate Research.
Birds of a Feather, Congress Center Hamburg (CCH), Hamburg, Germany
This talk was given on the second day of the 2024’s ISC conference and was shared among experts from industry (Google, PGS) and academia (CERN, DFKI, RWTH), driving a discussion on current strategies of integrating cloud and HPC infrastructure, finetuning it on the needs of different user bases.
Technical Workshop, CERN - Science Gateway Auditorium C, Geneva, Switzerland
This talk was given on the first day of the 2024 CERN openlab Technical Workshop and concerned the introduction to interTwin, an EC-funded project focusing on developing a Digital Twins Engine (DTE) for scientific applications, with the goal of alleviating the engineering burden on the reresearchers, benefitting the scientific community.
Lecture, CERN - IT Amphitheatre, Geneva, Switzerland
A crash course on Reinforcement Learning (RL) delivered to CERN openlab summer students, in the context of CERN openlab summer student lecture programme, with the goal of explaining the potential of RL and its real-world applications in particle accelerators at CERN.
Talk, CERN - IT Amphitheatre, Geneva, Switzerland
This talk has been given in collaboration with Maria Girone, Head of CERN openlab, to introduce what we do at CERN openlab and the lecture programme to the students selected for the CERN openlab summer student programme 2023.
Technical Workshop, CERN - Council Chamber, Geneva, Switzerland
This talk was given on the first day of the 2023 CERN openlab Technical Workshop and concerned the introduction to interTwin, an EC-funded project focusing on developing a Digital Twins Engine (DTE) for scientific applications, with the goal of alleviating the engineering burden on the reresearchers, benefitting the scientific community.