most citedFlow imaging as an alternative to pressure transducers through vision transformers and convolutional neural networks

12 citations · 15 across the 5 of their papers we have counts for

collaborators

5 papers

physics.flu-dyn2025

Active flow control of vertical-axis wind turbines: Insights from large-eddy simulation and finite-time resolvent analysis

Lucas Feitosa de Souza, Renato Fuzaro Miotto, William Roberto Wolf

Active flow control is applied to improve the aerodynamic performance of a NACA0018 airfoil operating as a single-bladed vertical axis wind turbine (VAWT). Results computed by wall…

cs.CV2025★ 3 cited

Pressure Field Reconstruction with SIREN: A Mesh-Free Approach for Image Velocimetry in Complex Noisy Environments

Renato F. Miotto, William R. Wolf, Fernando Zigunov

This work presents a novel approach for pressure field reconstruction from image velocimetry data using SIREN (Sinusoidal Representation Network), emphasizing its effectiveness as…

physics.geo-ph2025

Resultant force on grains of a real sand dune: How to measure it?

Renato F. Miotto, Carlos A. Alvarez, Danilo S. Borges +2

Dunes are bedforms found on sandy terrains shaped by fluid flow on Earth, Mars, and other celestial bodies. Despite their prevalence, understanding dune dynamics at the grain scale…

physics.flu-dyn2023

Analysis of transient and intermittent flows using a multidimensional empirical mode decomposition

Lucas F. de Souza, Renato F. Miotto, William R. Wolf

Modal decomposition techniques are important tools for the analysis of unsteady flows and, in order to provide meaningful insights with respect to coherent structures and their cha…

physics.flu-dyn2023★ 12 cited

Flow imaging as an alternative to pressure transducers through vision transformers and convolutional neural networks

Renato F. Miotto, William R. Wolf

In this work, we propose a framework whereby flow imaging data is leveraged to extract relevant information from flowfield visualizations. To this end, a vision transformer (ViT) m…