33 citations · 61 across the 3 of their papers we have counts for
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physics.flu-dyn2021★ 28 cited
Gradient-free optimization of chaotic acoustics with reservoir computing
Francisco Huhn, Luca Magri
We develop a versatile optimization method, which finds the design parameters that minimize time-averaged acoustic cost functionals. The method is gradient-free, model-informed, an…
physics.flu-dyn2019★ 33 cited
Stability, sensitivity and optimisation of chaotic acoustic oscillations
Francisco Huhn, Luca Magri
In an acoustic cavity with a heat source, such as a flame in a gas turbine, the thermal energy of the heat source can be converted into acoustic energy, which may generate a loud o…