Dynamic Mode Decomposition of inertial particle caustics in Taylor-Green flow

no code implementations • 9 Feb 2021 • Omstavan Samant, Jaya Kumar Alageshan, Sarveshwar Sharma, Animesh Kuley

Inertial particles advected by a background flow can show complex structures.

Machine learning strategies for path-planning microswimmers in turbulent flows

no code implementations • 3 Oct 2019 • Jaya Kumar Alageshan, Akhilesh Kumar Verma, Jérémie Bec, Rahul Pandit

We develop an adversarial-reinforcement learning scheme for microswimmers in statistically homogeneous and isotropic turbulent fluid flows, in both two (2D) and three dimensions (3D).

BIG-bench Machine Learning Position +1