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20202026
most citedMachine Learning for Physics-Informed Generation of Dispersed Multiphase Flow Using Generative Adversarial Networks

49 citations · 94 across the 6 of their papers we have counts for

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cs.LG2026

Capturing non-Markovian dynamics in non-equilibrium stochastic systems using flow matching

Bhargav Sriram Siddani, John B. Bell, Alejandro L. Garcia +1

Hydrodynamic models of stochastic particle systems represented by coarse-grained stochastic partial differential equations (SPDE), such as the regularized Dean-Kawasaki (DK) equati…

cond-mat.soft2026

Recent Modeling Advances in Dense Suspension Rheology

Orhun Ayar, Bhargav Sriram Siddani, Ishan Srivastava +1

Dense suspensions of particles dispersed in liquids are central to industrial and geophysical processes and serve as model systems for out-of-equilibrium soft matter. At high parti…