47 citations · 59 across the 4 of their papers we have counts for
7 papers
Iterative SE(3)-Transformers
Fabian B. Fuchs, Edward Wagstaff, Justas Dauparas +1
When manipulating three-dimensional data, it is possible to ensure that rotational and translational symmetries are respected by applying so-called SE(3)-equivariant models. Protei…
Self-organization of swimmers drives long-range fluid transport in bacterial colonies
Haoran Xu, Justas Dauparas, Debasish Das +2
Bacteria commonly live in structured communities that affect human health and influence ecological systems. Heterogeneous populations, such as motile and non-motile populations, of…
Depth and nonlinearity induce implicit exploration for RL
Justas Dauparas, Ryota Tomioka, Katja Hofmann
The question of how to explore, i.e., take actions with uncertain outcomes to learn about possible future rewards, is a key question in reinforcement learning (RL). Here, we show a…
Leading-order Stokes flows near a corner
Justas Dauparas, Eric Lauga
Singular solutions of the Stokes equations play important roles in a variety of fluid dynamics problems. They allow the calculation of exact flows, are the basis of the boundary in…
Helical micropumps near surfaces
Justas Dauparas, Debasish Das, Eric Lauga
Recent experiments proposed to use confined bacteria in order to generate flows near surfaces. We develop a mathematical and a computational model of this fluid transport using a l…
Flagellar flows around bacterial swarms
Justas Dauparas, Eric Lauga
Flagellated bacteria on nutrient-rich substrates can differentiate into a swarming state and move in dense swarms across surfaces. A recent experiment measured the flow in the flui…
Ice Shelves as Floating Channel Flows of Viscous Power-Law Fluids
Indranil Banik, Justas Dauparas
We explain the force balance in flowing marine ice sheets and the ice shelves they often feed. Treating ice as a viscous shear-thinning power law fluid, we develop an asymptotic (l…