The authors show that a neural-network controller, trained by optimizing a discrete loss, can transport two sedimenting beads to target positions in a cube with rotating disks, in both simulation and a physical device.
Microfluidic sorting in an optical lattice.Nature, 426(6965):421–424, 2003
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Contactless Precision Steering of Particles in a Fluid inside a Cube with Rotating Walls
The authors show that a neural-network controller, trained by optimizing a discrete loss, can transport two sedimenting beads to target positions in a cube with rotating disks, in both simulation and a physical device.