Publications

2025

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

Carletti E., Conati Barbaro C., Allegretta I., Cardarelli L., Forti L., Monno A., Terzano R., Eramo G., Chert sources and territorial behaviour after the Neolithization process: An exploratory analysis from Grotta Battifratta (Rieti, Central Italy). Quaternary International, 717  

2024

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

Cardarelli L., Erbetti F., Paniccia C., Paolini E., Vessel typological classification: comparing archaeologist perspectives to a digital approach. Studi in onore di Andrea Cardarelli, Naus Editoria

Cardarelli L., 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. Edipuglia ISBN 979-12-5995-084-0    

Cardarelli L., From fragments to digital wholeness: an AI generative approach to reconstructing archaeological vessels. Journal of Cultural Heritage, 70    

Lago G., Cardarelli L., Ialongo N., Cqarchaeo: a Python package for cosine quantogram analysis and Monte Carlo simulations. Archeologia e Calcolatori, 35.1    

2023

Cardarelli A., Di Renzoni A., Bettelli M., de Neef W., Scacchetti F., Cardarelli L., Paniccia C., Paolini E., 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. Origini, XLVII  

Cardarelli L., Traditional and digital typologies compared: the example of Italian protohistory. Origini, XLVII    

Cardarelli L., Defining Southern Etruria Final Bronze Age settlement models using an integrated GIS and machine learning approach. Archeologia e Calcolatori, 34.2  

Santi P., Cardarelli A., Bettelli M. Di Renzoni A., Cardarelli L., Paniccia C., Renzulli A., 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). Scientific Reports 13, 7022  

Montalvo Puente C. E., Lago G., Cardarelli L., Pérez Molina J. C., Money or ingots? Metrological research on pre-contact Ecuadorian “axe-monies”. Journal of Archaeological Science: Reports, 49  

2022

Cardarelli L., A deep variational convolutional Autoencoder for unsupervised features extraction of ceramic profiles. A case study from central Italy. Journal of Archaeological Science, 144    

Montalvo Puente C. E., Lago G., Cardarelli L., Pérez Molina J. C., Money or ingots? Metrological research on pre-contact Ecuadorian ‘axe-monies’ (preprint)  

Cardarelli L., Lapadula A., Dimensionality reduction for data visualization and exploratory analysis of ceramic assemblages. Archeologia e Calcolatori, 33.2    

2020

Cardarelli L., Capienza delle forme vascolari, da un metodo open source all’uso di modelli regressivi: il caso dell’insediamento protostorico del Monte Cimino. Archeologia e Calcolatori, 31.1