Publications

Counting rather than weighing: metrological analysis and machine learning reveal the monetary potential of pre-contact Ecuadorian axe-monies.

PyPotteryInk: One-step diffusion model for sketch to publication-ready archaeological drawings.

Chert sources and territorial behaviour after the Neolithization process: An exploratory analysis from Grotta Battifratta (Rieti, Central Italy).

The legacy: the Data Science movement.

Quantifying morphological standardization through binary matrices with an application to the ceramic assemblage of an early complex society.

PyPotteryLens: An Open-Source Deep Learning Framework for Automated Digitisation of Archaeological Pottery Documentation.

From pencil to pixel: assessing ceramatic 2.0 against manual and laser-aided techniques in archaeological pottery documentation.

PyPotteryInk: One-Step Diffusion Model for Sketch to Publication-ready Archaeological Drawings, preprint

PyPotteryLens: An Open-Source Deep Learning Framework for Automated Digitisation of Archaeological Pottery Documentation, preprint

Vessel typological classification: comparing archaeologist perspectives to a digital approach.

Morphological variability and standardisation of vessel shapes in the 2nd and first half of the first millennium BC in continental Italy. A data science and machine learning project for the quantitative study of archaeological ceramic profiles.

From fragments to digital wholeness: an AI generative approach to reconstructing archaeological vessels.

Cqarchaeo: a Python package for cosine quantogram analysis and Monte Carlo simulations.

The Late Bronze age hilltop site of Monte Croce Guardia in the context of Bronze Age and Early Iron Age settlement organization in Peninsular Italy.

Traditional and digital typologies compared: the example of Italian protohistory.

Defining Southern Etruria Final Bronze Age settlement models using an integrated GIS and machine learning approach.

Tracing the human movements of three thousand years ago by volcanic grinding tools in the Final Bronze Age settlement of Monte Croce Guardia (Arcevia-Marche Region, central Italy).

Money or ingots? Metrological research on pre-contact Ecuadorian "axe-monies".

A deep variational convolutional Autoencoder for unsupervised features extraction of ceramic profiles. A case study from central Italy.

Money or ingots? Metrological research on pre-contact Ecuadorian 'axe-monies' (preprint)

Dimensionality reduction for data visualization and exploratory analysis of ceramic assemblages.

Capienza delle forme vascolari, da un metodo open source all'uso di modelli regressivi: il caso dell'insediamento protostorico del Monte Cimino.