activity
19952023
most citedSwarming, Schooling, Milling: Phase diagram of a data-driven fish school model

252 citations · 2.9k across the 61 of their papers we have counts for

collaborators

62 papers

cond-mat.stat-mech2023

Phase transitions in self-gravitating systems and bacterial populations surrounding a central body

P. H. Chavanis, J. Sopik, C. Sire

We study the nature of phase transitions in a self-gravitating classical gas in the presence of a central body. The central body can mimic a black hole at the center of a galaxy or…

cs.RO2023★ 1 cited

Quantifying the biomimicry gap in biohybrid robot-fish pairs

Vaios Papaspyros, Guy Theraulaz, Clément Sire +1

Biohybrid systems in which robotic lures interact with animals have become compelling tools for probing and identifying the mechanisms underlying collective animal behavior. One ke…

q-bio.QM2023★ 7 cited

Data-driven discovery of stochastic dynamical equations of collective motion

Arshed Nabeel, Vivek Jadhav, Danny Raj M +5

Coarse-grained descriptions of collective motion of flocking systems are often derived for the macroscopic or the thermodynamic limit. However, many real flocks are small sized (10…

cs.LG2023★ 10 cited

Predicting the long-term collective behaviour of fish pairs with deep learning

Vaios Papaspyros, Ramón Escobedo, Alexandre Alahi +3

Modern computing has enhanced our understanding of how social interactions shape collective behaviour in animal societies. Although analytical models dominate in studying collectiv…

cs.LG2021

AI without networks

Partha P Mitra, Clément Sire

Contemporary Artificial Intelligence (AI) stands on two legs: large training data corpora and many-parameter artificial neural networks (ANNs). The data corpora are needed to repre…

physics.soc-ph2020★ 1 cited

The impact of incorrect social information on collective wisdom in human groups

Bertrand Jayles, Ramón Escobedo, Stéphane Cezera +4

A major problem that resulted from the massive use of social media networks is the diffusion of incorrect information. However, very few studies have investigated the impact of inc…