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20072026
most citedFlow Navigation by Smart Microswimmers via Reinforcement Learning

241 citations · 1.8k across the 51 of their papers we have counts for

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Showing 2022Show all

5 papers · 1 filter

physics.flu-dyn2022★ 4 cited

Critical charges for droplet collisions

A. Dubey, G. P. Bewley, K. Gustavsson +1

The collision efficiency of uncharged micron-sized water droplets in air is determined by the breakdown of hydrodynamics at droplet separations of the order of the mean-free path,…

physics.flu-dyn2022★ 10 cited

Caustics in turbulent aerosols form along the Vieillefosse line at weak particle inertia

Jan Meibohm, Kristian Gustavsson, Bernhard Mehlig

Caustic singularities of the spatial distribution of particles in turbulent aerosols enhance collision rates and accelerate coagulation. Here we investigate how and where caustics…

cs.LG2022

Constraints on parameter choices for successful reservoir computing

L. Storm, K. Gustavsson, B. Mehlig

Echo-state networks are simple models of discrete dynamical systems driven by a time series. By selecting network parameters such that the dynamics of the network is contractive, c…

physics.flu-dyn2022★ 8 cited

Alignment of elongated swimmers in a laminar and turbulent Kolmogorov flow

M. Borgnino, G. Boffetta, M. Cencini +2

Many aquatic microorganisms are able to swim. In natural environments they typically do so in the presence of flows. In recent years it has been shown that the interplay of swimmin…

physics.flu-dyn2022★ 4 cited

Bifurcations in droplet collisions

A. Dubey, K. Gustavsson, G. Bewley +1

Saffman and Turner (1957) argued that the collision rate for droplets in turbulence increases as the turbulent strain rate increases. But the numerical simulations of Dhanasekaran…