4 papers
CAPRA: Scaling Feedback on Software Architecture Deliverables with a Multi-Agent LLM System
Marco Becattini, Niccolò Caselli, Matteo Minin +2
Automated assessment in software engineering education has advanced significantly for code grading and essay scoring. However, reviewing software architecture deliverables, which r…
Do Video Foundation Models Understand Intuitive Physics? A Layerwise Probing Analysis
Samuele Punzo, Niccolò Caselli, Ippokratis Pantelidis +3
We study whether pretrained video foundation models encode intuitive-physics information in their frozen representations, and how this information varies across model families, lay…
Active Force Dynamics in Red Blood Cells Under Non-Invasive Optical Tweezers
Arnau Dorn, Clara Luque-Rioja, Macarena Calero +3
Red blood cells (RBCs) sustain mechanical stresses associated with microcirculatory flow through ATP-driven plasma membrane flickering. This is an active phenomenon driven by motor…
Stochastic motility energetics reveals cooperative bacterial swarming in optical tweezers
Clara Luque-Rioja, Horacio López-Menéndez, Macarena Calero +4
Bacterial flagellar swarming enables dense microbial populations to migrate collectively across surfaces, often resulting in emergent, coordinated behaviors. However, probing the u…