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Bits, Beams & Beauty: The INFN-CHNet Conference on Digital Tools for Cultural Heritage

5–6 Mar 2026
Roma Tre
Europe/Rome timezone

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Session

Bits

01
5 Mar 2026, 14:30
Aula Magna di Ostia (Roma Tre)

Aula Magna di Ostia

Roma Tre

Via Bernardino da Monticastro, 1 00122 Lido di Ostia (Rome), Italy

Conveners

Bits

  • Lisa Castelli (Istituto Nazionale di Fisica Nucleare)

Description

Digital tools for Cultural Heritage

Presentation materials

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  1. 2. Digital Services for Cultural Heritage: From Competence Center to Digital Twins
    Alessandro Costantini (Istituto Nazionale di Fisica Nucleare)
    05/03/2026, 14:30
    Bits: Digital tools, data analysis and artificial intelligence for cultural heritage

    The digital transformation of cultural heritage (CH) has accelerated in recent years, driven by the need for advanced tools to preserve, manage, and valorize historical assets. Within this context, INFN Cultural heritage network participated, trough its members, to a set of initiatives aimed at promoting and valorizing digital competences.
    Among such initiatives the 4CH project, funded under...

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  2. 11. Unveiling hidden paintings in pictorial artworks during pre-processing of MA-XRF raw data using fuzzy Gustafson-Kessel clustering with GPU acceleration
    Serena Barone
    05/03/2026, 14:50
    Bits: Digital tools, data analysis and artificial intelligence for cultural heritage

    Spectral imaging techniques, such as Macro Area X-RayFluorescence (MA-XRF), are extremely powerful methods to investigate the composition of pictorial artworks. The produced data contains a vast amount of information about the composition of the pictorial artwork under scrutiny; nevertheless, post-processing analyses to extract such meaningful information are usually complex, lengthy, and...

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  3. 6. AI-driven classification and pair-matching of 3D fragments of Nuragic pottery
    Marta Magalini (Istituto Nazionale di Fisica Nucleare)
    05/03/2026, 15:10
    Bits: Digital tools, data analysis and artificial intelligence for cultural heritage

    This research focuses on the application of advanced digital technologies to the study and restoration of Nuragic pottery. The reconstruction of fragmented archaeological artefacts is a key challenge in cultural heritage research, enabling both the physical restoration of objects and a deeper understanding of their intact shape, typology, and function. Traditional manual reassembly requires...

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