51 citations · 82 across the 4 of their papers we have counts for
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physics.flu-dyn2026
A physics-informed neural network method for pressure-driven turbine-blade optimization
Yuan Huang, Francesca di Mare
We develop a physics-informed method for aerodynamic shape optimisation of turbine blades, treating the flow field and blade geometry as coupled unknowns. The method translates pre…
physics.flu-dyn2026
Influence of Prandtl number on heat transfer over a permeable wall
Wojciech Sadowski, Hakan Demir, Francesca di Mare
The work considers a fully turbulent flow with heat transfer in a channel half-filled with an array of cubes based on the work of Breugem and Boersma (2005) and Chandesris et al. (…