30 September 2024 to 4 October 2024
Hilton Garden Inn, Lecce, Italy
Europe/Amsterdam timezone

Session

Processing Research Data with Artificial Intelligence and Machine Learning

3 Oct 2024, 09:00
Carlo V (Hilton Garden Inn)

Carlo V

Hilton Garden Inn

Conveners

Processing Research Data with Artificial Intelligence and Machine Learning

  • Marco Rorro (EGI.eu)
  • Malgorzata Krakowian (EGI.eu)

Description

In the session, there will be presentations on various aspects of AI covering the entire MLOps lifecycle, from data acquisition, preprocessing, and labelling to inference pipelines. The projects AI4EOSC, iMagine, and interTwin will provide insights on key topics such as federated learning, distributed computing, experiment tracking, and drift detection. Use cases will demonstrate applications from composing inference pipelines to the application of Graph Neural Network and 3DGAN. The session will open with a presentation and discussion on the EGI AI roadmap, outlining future directions for advancing the AI capabilities of the EGI infrastructure.

Presentation materials

There are no materials yet.
Angelica Bianconi (University School for Advanced Studies IUSS Pavia, Pavia, Italy - Ca' Foscary University of Venice, Department of Environmental Sciences, Informatics and Statistics, Via Torino 155, 30172, Venice, Italy - Centro Euro-Mediterraneo sui Cambiamenti Climatici, Risk Assessment and Adaptation Strategies Division, via Marco Biagi 5, 73100 Lecce, Italy)
03/10/2024, 12:10
Short Talk

Marine and coastal ecosystems (MCEs) play a vital role in human well-being, contributing significantly to Earth’s climate regulation and providing ecosystem services like carbon sequestration and coastal protection against sea level rise. However, they face serious threats, including one deriving from the interaction between multiple human stressors (e.g. pollution) and pressures more related...

Building timetable...