activity
20162024
most citedPhysics-informed neural networks for solving Reynolds-averaged Navier$\unicode{x2013}$Stokes equations

481 citations · 1.3k across the 50 of their papers we have counts for

collaborators

50 papers

physics.flu-dyn2024★ 23 cited

Three-dimensional generative adversarial networks for turbulent flow estimation from wall measurements

Antonio Cuéllar, Alejandro Güemes, Andrea Ianiro +3

Different types of neural networks have been used to solve the flow sensing problem in turbulent flows, namely to estimate velocity in wall-parallel planes from wall measurements.…

physics.flu-dyn2024

Utilizing indicator functions with computational data to confirm nature of overlap in normal turbulent stresses: logarithmic or quarter-power

Hassan Nagib, Ricardo Vinuesa, Sergio Hoyas

Indicator functions of the streamwise normal-stress profiles (NSP), based on careful differentiation of some of the best direct numerical simulations (DNS) data from channel and pi…

quant-ph2024

Beyond the Buzz: Strategic Paths for Enabling Useful NISQ Applications

Pratibha Raghupati Hegde, Oleksandr Kyriienko, Hermanni Heimonen +6

There is much debate on whether quantum computing on current NISQ devices, consisting of noisy hundred qubits and requiring a non-negligible usage of classical computing as part of…

physics.flu-dyn2024★ 2 cited

Prediction of flow and elastic stresses in a viscoelastic turbulent channel flow using convolutional neural networks

Arivazhagan G. Balasubramanian, Ricardo Vinuesa, Outi Tammisola

Neural-network models have been employed to predict the instantaneous flow close to the wall in a viscoelastic turbulent channel flow. Numerical simulation data at the wall is util…

physics.flu-dyn2024★ 8 cited

Aspect-ratio effect on the wake of a wall-mounted square cylinder immersed in a turbulent boundary layer

Gerardo Zampino, Marco Atzori, Elias Zea +2

The wake topology developing behind a wall-mounted square cylinder in a turbulent boundary layer has been investigated using a high-resolution large-eddy simulation (LES). The boun…

physics.flu-dyn2023★ 7 cited

Evidence of quasi equilibrium in pressure-gradient turbulent boundary layers

Victor Baxerres, Ricardo Vinuesa, Hassan Nagib

Two sets of measurements utilizing hot-wire anemometry and oil film interferometry for flat-plate turbulent boundary layers, exposed to various controlled adverse and favorable pre…