1.2k citations · 4.1k across the 19 of their papers we have counts for
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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…