Aerosol generation in public restrooms

no code implementations • 28 Jan 2021 • Jesse H. Schreck, Masoud Jahandar Lashaki, Javad Hashemi, Manhar Dhanak, Siddhartha Verma

Aerosolized droplets play a central role in the transmission of various infectious diseases, including Legionnaire's disease, gastroenteritis-causing norovirus, and most recently COVID-19.

Fluid Dynamics Populations and Evolution

Restoring Chaos Using Deep Reinforcement Learning

no code implementations • 27 Nov 2019 • Sumit Vashishtha, Siddhartha Verma

We demonstrate that deep Reinforcement Learning (RL) is able to restore chaos in a transiently-chaotic regime of the Lorenz system of equations.

reinforcement-learning Reinforcement Learning (RL)

Efficient collective swimming by harnessing vortices through deep reinforcement learning

no code implementations • 7 Feb 2018 • Siddhartha Verma, Guido Novati, Petros Koumoutsakos

Fish in schooling formations navigate complex flow-fields replete with mechanical energy in the vortex wakes of their companions.

Navigate reinforcement-learning +1