91 citations · 115 across the 11 of their papers we have counts for
3 papers · 1 filter
Can flocking aid the path planning of microswimmers in turbulent flows?
Akanksha Gupta, Jaya Kumar Alageshan, Kolluru Venkata Kiran +1
We show that flocking of microswimmers in a turbulent flow can enhance the efficacy of reinforcement-learning-based path-planning of microswimmers in turbulent flows. In particular…
Dynamic Mode Decomposition of inertial particle caustics in Taylor-Green flow
Omstavan Samant, Jaya Kumar Alageshan, Sarveshwar Sharma +1
Inertial particles advected by a background flow can show complex structures. We consider inertial particles in a 2D Taylor-Green (TG) flow and characterize particle dynamics as a…
Machine learning strategies for path-planning microswimmers in turbulent flows
Jaya Kumar Alageshan, Akhilesh Kumar Verma, Jérémie Bec +1
We develop an adversarial-reinforcement learning scheme for microswimmers in statistically homogeneous and isotropic turbulent fluid flows, in both two (2D) and three dimensions (3…