activity
20212026
most citedData-driven discovery of stochastic dynamical equations of collective motion

7 citations · 15 across the 7 of their papers we have counts for

collaborators

7 papers

nlin.AO2026

Hydrodynamic interactions mask the true heterogeneity of a microscopic collective

Balagopal Nair, Arshed Nabeel, Danny Raj M

Coordinated movement and self-organisation of active self-driven agents is common in nature and is seen across different scales, from herds of animals to collective motion in bacte…

q-bio.QM2026

Flocking by stopping: a novel mechanism of emergent order in collective movement

Yogesh Kumar KC, Arshed Nabeel, Srikanth Iyer +1

Collective movement is observed widely in nature, where individuals interact locally to produce globally ordered, coherent motion. In typical models of collective motion, each indi…

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

Discovering mesoscopic descriptions of collective movement with neural stochastic modelling

Utkarsh Pratiush, Arshed Nabeel, Vishwesha Guttal +1

Collective motion is an ubiquitous phenomenon in nature, inspiring engineers, physicists and mathematicians to develop mathematical models and bio-inspired designs. Collective moti…

cond-mat.soft2022★ 2 cited

Inferring the stability of concentrated emulsions from droplet configuration information

Danny Raj Masila, Pavithra Sivakumar, Arshed Nabeel

When droplets are tightly packed in a 2D microchannel, coalescence of a pair of droplets can trigger an avalanche of coalescence events that propagate through the entire emulsion.…

q-bio.QM2022★ 1 cited

Discovering stochastic dynamical equations from biological time series data

Arshed Nabeel, Ashwin Karichannavar, Shuaib Palathingal +4

Theoretical studies have shown that stochasticity can affect the dynamics of ecosystems in counter-intuitive ways. However, without knowing the equations governing the dynamics of…

cs.LG2021★ 5 cited

Disentangling intrinsic motion from neighbourhood effects in heterogeneous collective motion

Arshed Nabeel, Danny Raj M

Most real world collectives, including active particles, living cells, and grains, are heterogeneous, where individuals with differing properties interact. The differences among in…