Flow imaging as an alternative to non-intrusive measurements and surrogate models through vision transformers and convolutional neural networks

RF Miotto, WR Wolf - Physics of Fluids, 2023 - pubs.aip.org
A numerical framework is proposed whereby flow imaging data are leveraged to extract
relevant information from flowfield visualizations. To this end, a vision transformer (ViT) …

Experimental quantification of unsteady leading-edge flow separation

J Deparday, X He, JD Eldredge, K Mulleners… - Journal of Fluid …, 2022 - cambridge.org
We propose here a method to experimentally quantify unsteady leading-edge flow
separation on aerofoils with finite thickness. The methodology relies on the computation of a …

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

RF Miotto, WR Wolf - arxiv preprint arxiv:2301.06410, 2023 - arxiv.org
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) …