Reactivity of nitrate radicals photocatalycally generated with limonene as a model compound

Characterization of hazelnut volatilome evolution during roasting by PTR-ToF-MS, GC-IMS, GC-MS and advanced data mining methods

This study focuses on the comprehensive characterization of the volatilome of hazelnuts, particularly during the roasting process, using a combination of rapid and conventional analytical techniques. The hazelnuts, sourced from different geographical origins, underwent roasting, and the resulting paste samples were analyzed for volatile organic compound (VOC) profiles. The analytical methods employed include PTR-ToF-MS, GC-IMS, and GC-MS. The study highlights the effectiveness of a combined a...

I progetti per il ponte dell’accademia di Venezia nella biennale del 1985. Una ricostruzione digitale

The article offers a digital interpretation of some projects presented as part of the 1985’s Biennale di Architettura in Venice for the ponte dell’Accademia. In the reinterpretation of the design proposals, the digital restitution of the documents and drawings preserved at the Archivio Progetti Iuav provides unpublished images that reactivate the processes of interchange between memory and society, between cultural heritage and the contemporary city, between possibility and the real.

Reassessing Number-Detector Units in Convolutional Neural Networks

Convolutional neural networks (CNNs) have become essential models for predicting neural activity and behavior in visual tasks. However, their ability to capture complex cognitive functions, such as numerosity discrimination, remains debated. Numerosity, the ability to perceive and estimate the number of items in a visual scene, is thought to be represented by specialized "number-detector" units in CNNs. In this study, we address the limitations of classical Representational Similarity Analysi...