Self Organization of Interacting Polya Urns

We introduce a simple model which shows non-trivial self organized critical properties. The model describes a system of interacting units, modelled by Polya urns, subject to perturbations and which occasionally break down. Three equivalent formulations - stochastic, quenched and deterministic - are shown to reproduce the same dynamics. Among the novel features of the model are a non-homogeneous stationary state, the presence of a non-stationary critical phase and non-trivial exponents even in mean field. We discuss simple interpretations in term of biological evolution and earthquake dynamics and we report on extensive numerical simulations in dimensions $d=1,2$ as well as in the random neighbors limit.Comment: 4 pages 1 figur

Metallurgy, Ballistics and Epistemic Instruments: The Nova scientia of Nicolò Tartaglia – A New Edition

In 1537, Nicolò Tartaglia (1500–1557), a mathematician from Brescia, published "Nova scientia." It was this work that led to the foundation of the modern science of ballistics. Tartaglia’s intention was to create a purely mathematical science based on axioms, which was fundamental to the entire subject of mechanics, starting with a limited number of principles and arriving at a series of propositions through a rigid procedure of deduction. Nevertheless, as Tartaglia himself states, his motive was fundamentally practical and connected to the activities of the sixteenth-century bombardier. A new edition of Nicolò Tartaglia’s "Nova scientia," based on the 1558 print run of the second enlarged edition (1550), shows how the emergence of theoretical ballistics was a consequence of the technological innovations that took place in the frame of the practice of iron casting at the turn from the fifteenth to the sixteenth century

The Necessity of Linked Data alias Thinking Big in Computational History

In this paper we will demonstrate the urgent necessity of a linked data policy that includes a normative framework and implementation technique for research projects in computa- tional history and, more generally, in computational humanities. Rather than discussing the subject on an abstract level, we will instead apply examples from own experiences linking data located in different repositories. We will primarily focus on the repository of the long-term research project «Repertorium academicum germanicum» (RAG)1. To begin, we will explain our motivation to build connections between different datasets, followed by a discussion of our methodology in navigating other repositories. In the conclu- sion, we will offer suggestions concerning future research and policy in computational history

Prompt me a Dataset: An investigation of text-image prompting for historical image dataset creation using foundation models

In this paper, we present a pipeline for image extraction from historical documents using foundation models, and evaluate text-image prompts and their effectiveness on humanities datasets of varying levels of complexity. The motivation for this approach stems from the high interest of historians in visual elements printed alongside historical texts on the one hand, and from the relative lack of well-annotated datasets within the humanities when compared to other domains. We propose a sequential approach that relies on GroundDINO and Meta's Segment-Anything-Model (SAM) to retrieve a significant portion of visual data from historical documents that can then be used for downstream development tasks and dataset creation, as well as evaluate the effect of different linguistic prompts on the resulting detections.Comment: 12 pages, 3 figures, Accepted in ICIAP2023, AI4DH worksho

Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI

Historical materials are abundant. Yet, piecing together how human knowledge has evolved and spread both diachronically and synchronically remains a challenge that can so far only be very selectively addressed. The vast volume of materials precludes comprehensive studies, given the restricted number of human specialists. However, as large amounts of historical materials are now available in digital form there is a promising opportunity for AI-assisted historical analysis. In this work, we take a pivotal step towards analyzing vast historical corpora by employing innovative machine learning (ML) techniques, enabling in-depth historical insights on a grand scale. Our study centers on the evolution of knowledge within the `Sacrobosco Collection' -- a digitized collection of 359 early modern printed editions of textbooks on astronomy used at European universities between 1472 and 1650 -- roughly 76,000 pages, many of which contain astronomic, computational tables. An ML based analysis of these tables helps to unveil important facets of the spatio-temporal evolution of knowledge and innovation in the field of mathematical astronomy in the period, as taught at European universities

Analyse gedruckter Initialen aus der Frühen Neuzeit mit neuronalen Netzen

The aim of this project is to find initials of the same style across different books and different printers by extracting the style representations using artificial neural networks. This makes it possible to understand and trace the dissemination, transmission and imitation of woodcuts for printing from the late Middle Ages to the early modern period. In this way, connections between printers and missing information about them can be identified

IgE-mediated Anisakis allergy in children

Anisakids are nematodes responsible for different clinical patterns in humans. The well-known human-infecting Anisakis species include members of the Anisakis simplex (AS) complex. Humans usually contract anisakiasis through ingestion of raw or undercooked seafood containing Anisakis larvae. Once Anisakis has been ingested, patients may develop disease driven directly by Anisakis larvae and/or by allergic reaction due to this nematode. The capability of inducing allergic reactions depends on the expression of specific antigens by nematodes and host factors. This study aims to resume actual knowledge about AS and Anisakiasis with regard to epidemiology, pathophysiology, clinical presentation, diagnosis, and treatment. Particular attention is paid to Anisakis allergens and their cross-reactivity on available diagnostic methods, and defining a diagnostic pathway for Anisakis allergy. Because only a few data are available in the literature about pediatric population, we focus on this group of patients specifically

Per il 450° anniversario della nascita di Galileo Galilei. Iniziativa di divulgazione interdisciplinare

Conferenze storico scientifiche su Galileo Galilei, Conferenze-concerto sul ruolo della musica nella formazione e nella scienza di Galileo Galilei, Mostra libraria di testi galileiani, Ricostruzione di esperimenti e strumenti di Galileo Galilei (vedi il programma nel file allegato)