Car* tutt*,

Vi inoltro il secondo bollettino della conferenza sull’intelligenza artificiale per la fisica fondamentale che si terra’ a Cagliari questo Giugno.

Saluti, Pierluigi

Dear all, please find below the second bulletin for EuCAIFCon 2025 which will be help in Cagliari from the 16th to the 20th of June.

Best regards, Andrea for the local organising committee

(Credits: yevgen_belich/shutterstock.com https://shutterstock.com/. License: CC BY-NC-SA)

We are happy to announce the second “European AI for Fundamental Physics Conference” (EuCAIFCon), which will be held in Cagliari, Sardinia, from 16 to 20 June 2025. The event aims to provide a platform for establishing new connections between AI activities across various branches of fundamental physics, by bringing together researchers that face similar challenges and/or use similar AI solutions. The conference will be organized “horizontally”: sessions are centered on specific AI methods and themes, while being cross-disciplinary regarding the scientific questions.

EuCAIFCon 2025 is organized by EuCAIF https://eucaif.org/, and with the support of INFN Cagliari, the University of Cagliari and the University of Sassari. EuCAIF is a new European initiative for advancing the use of Artificial Intelligence (AI) in Fundamental Physics. Members are working on particle physics, astroparticle physics, nuclear physics, gravitational wave physics, cosmology, theoretical physics as well as simulation and computational infrastructure.

Updates Abstract submission is open! [LINK https://agenda.infn.it/event/43565/abstracts/] Abstract submission deadline is Sunday, 16 Feb 2025. We will this year use a more traditional track-based structure of the parallel sessions, with tracks derived from last year’s abstract submissions (see below). Upon submission, please indicate 1-2 tracks, as well as 3-5 AI-related keywords, that will help in abstract selection and grouping.

Tracks (in alphabetic order) Datasets & Ethics (including e.g. dataset creation, benchmarks, training, sustainability, AI ethics) Explainability & Theory (including e.g. physics-informed AI, integration of physics and ML, explainable AI, symbolic regression) Foundation Models (including e.g. foundation models & conversational AI, transformers) Hardware & Design (including e.g. hardware innovations, experimental design) Inference & Uncertainty (including e.g. simulation-based inference, variational inference, unfolding, uncertainty quantification) Patterns & Anomalies (including e.g. pattern recognition, image analysis, anomaly detection) Real-Time Data Processing (including e.g. fast ML inference for real-time data processing, hardware acceleration, FPGAs) Simulations & Generative Models (including e.g. generative models, simulation of physical systems) Other (anything that does not fit into the above categories; please describe your reasoning in the comments section in that case)

For more details about the conference, see https://agenda.infn.it/event/43565/ The abstract submission form can be found here: LINK https://agenda.infn.it/event/43565/abstracts/

Contacts: EuCAIF <info@eucaif.org https://mailto:info@eucaif.org/> Andrea Contu <Andrea.Contu@cern.ch https://mailto:Andrea.Contu@cern.ch/> Elena Cuoco <elena.cuoco@unibo.it https://mailto:elena.cuoco@ego-gw.it/> Sascha Caron <scaron@nikhef.nl https://mailto:scaron@nikhef.nl/> Christoph Weniger <c.weniger@uva.nl https://mailto:c.weniger@uva.nl/>

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