An ensemble-variational framework approximates gradients via perturbed control vectors to optimize steady forcing in 2D cavity flows across quasi-periodic to chaotic regimes.
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Information geometric regularization integrated into finite volume methods handles shocks in Navier-Stokes-like problems with accuracy competitive to WENO and LAD schemes while using fewer operations per step.
citing papers explorer
-
An Ensemble Variational approach for High-Dimensional Open-Loop Flow Control
An ensemble-variational framework approximates gradients via perturbed control vectors to optimize steady forcing in 2D cavity flows across quasi-periodic to chaotic regimes.