911 citations · 1.6k across the 19 of their papers we have counts for
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physics.flu-dyn2020★ 5 cited
Well-conditioned ultraspherical and spectral integration methods for resolvent analysis of channel flows of Newtonian and viscoelastic fluids
Gokul Hariharan, Satish Kumar, Mihailo R. Jovanović
Modal and nonmodal analyses of fluid flows provide fundamental insight into the early stages of transition to turbulence. Eigenvalues of the dynamical generator govern temporal gro…
physics.flu-dyn2020★ 122 cited
From bypass transition to flow control and data-driven turbulence modeling: An input-output viewpoint
Mihailo R. Jovanović
Transient growth and resolvent analyses are routinely used to assess non-asymptotic properties of fluid flows. In particular, resolvent analysis can be interpreted as a special cas…
cs.LG2020★ 35 cited
Provably Efficient Safe Exploration via Primal-Dual Policy Optimization
Dongsheng Ding, Xiaohan Wei, Zhuoran Yang +2
We study the Safe Reinforcement Learning (SRL) problem using the Constrained Markov Decision Process (CMDP) formulation in which an agent aims to maximize the expected total reward…